diff --git a/Case1_ParticleSettling/DeterministicCalibration/PSUADE/1_ResponseSurface/Quadratic/PSbuildRS_2.in b/Case1_ParticleSettling/DeterministicCalibration/PSUADE/1_ResponseSurface/Quadratic/PSbuildRS_2.in deleted file mode 100644 index 4d34a1e700230cb485e3219b7ab99d943677be98..0000000000000000000000000000000000000000 --- a/Case1_ParticleSettling/DeterministicCalibration/PSUADE/1_ResponseSurface/Quadratic/PSbuildRS_2.in +++ /dev/null @@ -1,33 +0,0 @@ -load ../../psData_OLH_n120_i6_o1_y2 # load data file -ana_expert # psuade> analysis expert mode on -printlevel 3 # psuade> printlevel set from 0 to 3 -rscheck # Check for best data-fitted surrogate model -2 # Select Linear regression as response surface method -1 # Quantity of interest no -y # Perform cross-cross_validation -120 # Enter the number of groups to validate : (2 - 120) -n # Random selection of leave-out groups ? (y or n) -sys mv RSFA_CV_err.m R2_QUAD_120F_RSFA_CV_err.m # Rename the CV error file before next one -sys mv RSFA_training_err.m R2_QUAD_RSFA_training_err.m # Rename the training error file before next one -rs2 -256 # Grid resolution ? (32 - 256) -2 # Available response surface tools: select Quadratic -6 # Enter the input for x axis (1 - 7) : -5 # Enter the input for y axis (1 - 7), not 1 : 2 -y # Set other nominal values automatically ? (y or n) -1 # Enter output number (1 - 1) : -n # Ymin and Ymax found = 2.037723e-01 3.421112e-01. Set lower threshold ? (y or n) : -n # Set upper threshold ? (y or n) : n -sys mv matlabrs2.m R2_QUAD_rs2_x6x5.m # Rename the response surface constructed -rs2 -256 # Grid resolution ? (32 - 256) -2 # Available response surface tools: select LINEAR -6 # Enter the input for x axis (1 - 7) : -3 # Enter the input for y axis (1 - 7), not 1 : 2 -y # Set other nominal values automatically ? (y or n) -1 # Enter output number (1 - 3) : -n # Ymin and Ymax found = 2.037723e-01 3.421112e-01. Set lower threshold ? (y or n) : -n # Set upper threshold ? (y or n) : n -sys mv matlabrs2.m R2_QUAD_rs2_x6x3.m # Rename the response surface constructed -sys ls -alrt R2_QUAD* # Check most one created after mv -q diff --git a/Case1_ParticleSettling/DeterministicCalibration/PSUADE/1_ResponseSurface/Quadratic/R2_GPM9_120F_RSFA_CV_err.m b/Case1_ParticleSettling/DeterministicCalibration/PSUADE/1_ResponseSurface/Quadratic/R2_GPM9_120F_RSFA_CV_err.m deleted file mode 100644 index af559a06b38212762da8044df44c48bcc79b4a66..0000000000000000000000000000000000000000 --- a/Case1_ParticleSettling/DeterministicCalibration/PSUADE/1_ResponseSurface/Quadratic/R2_GPM9_120F_RSFA_CV_err.m +++ /dev/null @@ -1,405 +0,0 @@ -% This file stores CV error for each point -% Column 1: error (true - predicted) -% Column 2: true -% Column 3: predicted -% Column 4: standard deviations -% Set morePlots=1 for normalized residual error plot -% Set errBoundOn=1 for error bars in CV plot -errBoundOn = 0; -morePlots = 0; -A = [ - 6.001361e-04 1.030000e-01 1.036001e-01 4.891844e-03 - -5.617462e-03 8.380000e-02 7.818254e-02 5.816063e-03 - -1.087729e-02 6.660000e-02 5.572271e-02 2.655231e-03 - -6.098457e-04 4.660000e-02 4.599015e-02 2.671508e-03 - -1.144334e-02 5.660000e-02 4.515666e-02 4.867891e-03 - 1.808348e-03 6.380000e-02 6.560835e-02 4.042132e-03 - 1.843228e-02 7.940000e-02 9.783228e-02 6.667359e-03 - 6.530161e-03 6.700000e-02 7.353016e-02 1.741823e-03 - 6.690728e-04 4.060000e-02 4.126907e-02 3.507293e-03 - 6.760370e-03 7.420000e-02 8.096037e-02 3.136590e-03 - 1.321852e-03 4.660000e-02 4.792185e-02 5.113368e-03 - 4.327000e-03 4.460000e-02 4.892700e-02 3.741021e-03 - 3.813260e-03 6.700000e-02 7.081326e-02 4.875994e-03 - 3.351990e-03 5.940000e-02 6.275199e-02 3.281024e-03 - 6.187710e-04 7.020000e-02 7.081877e-02 1.915234e-03 - 3.437985e-03 4.540000e-02 4.883798e-02 6.305585e-03 - -7.045091e-03 7.260000e-02 6.555491e-02 3.582795e-03 - -6.254789e-03 5.580000e-02 4.954521e-02 4.772712e-03 - 6.134725e-04 6.780000e-02 6.841347e-02 2.200417e-03 - 4.208481e-03 7.940000e-02 8.360848e-02 4.025112e-03 - -3.781723e-03 5.060000e-02 4.681828e-02 2.118748e-03 - -6.297178e-03 8.860000e-02 8.230282e-02 6.549720e-03 - -5.560538e-03 8.300000e-02 7.743946e-02 2.846895e-03 - 6.902897e-03 4.700000e-02 5.390290e-02 2.624223e-03 - -3.670347e-04 7.580000e-02 7.543297e-02 3.781874e-03 - -3.110753e-03 8.460000e-02 8.148925e-02 1.644336e-03 - 1.238143e-03 6.460000e-02 6.583814e-02 3.338806e-03 - 1.316758e-03 3.780000e-02 3.911676e-02 4.009638e-03 - -4.952940e-03 6.340000e-02 5.844706e-02 3.835406e-03 - -1.116602e-02 6.180000e-02 5.063398e-02 2.603874e-03 - -2.079808e-03 8.860000e-02 8.652019e-02 3.388780e-03 - 8.825943e-03 6.580000e-02 7.462594e-02 6.340567e-03 - 1.141379e-03 6.780000e-02 6.894138e-02 4.942055e-03 - -2.923402e-03 7.380000e-02 7.087660e-02 3.578652e-03 - 2.702849e-03 8.020000e-02 8.290285e-02 2.639473e-03 - -2.874886e-03 8.220000e-02 7.932511e-02 2.965037e-03 - -7.111344e-03 8.420000e-02 7.708866e-02 4.185328e-03 - 1.788452e-04 7.940000e-02 7.957885e-02 3.131059e-03 - -3.705359e-03 3.860000e-02 3.489464e-02 2.231127e-03 - -5.019244e-03 7.300000e-02 6.798076e-02 4.395781e-03 - -8.838585e-03 8.740000e-02 7.856141e-02 2.209530e-03 - -8.205193e-03 1.222000e-01 1.139948e-01 4.223383e-03 - -1.169162e-02 8.580000e-02 7.410838e-02 3.849971e-03 - 1.119127e-02 6.460000e-02 7.579127e-02 4.643458e-03 - -2.290486e-04 4.340000e-02 4.317095e-02 4.783369e-03 - -3.377902e-03 5.780000e-02 5.442210e-02 1.944191e-03 - -3.796678e-03 6.740000e-02 6.360332e-02 6.988720e-03 - -1.536279e-03 5.340000e-02 5.186372e-02 3.733604e-03 - 1.330092e-02 9.020000e-02 1.035009e-01 2.850139e-03 - 1.098512e-02 5.980000e-02 7.078512e-02 4.358506e-03 - 2.609885e-03 1.190000e-01 1.216099e-01 7.218786e-03 - -8.537674e-03 1.046000e-01 9.606233e-02 4.082154e-03 - -2.788427e-02 1.054000e-01 7.751573e-02 5.114825e-03 - -4.247942e-03 6.980000e-02 6.555206e-02 2.183377e-03 - 4.856708e-03 8.340000e-02 8.825671e-02 1.986638e-03 - -9.745632e-03 6.580000e-02 5.605437e-02 4.823170e-03 - -5.976736e-03 6.420000e-02 5.822326e-02 4.497950e-03 - -8.507990e-04 6.060000e-02 5.974920e-02 1.959772e-03 - -1.265308e-03 4.660000e-02 4.533469e-02 2.815679e-03 - 8.506140e-03 3.900000e-02 4.750614e-02 6.270128e-03 - -2.242106e-03 7.660000e-02 7.435789e-02 1.504112e-03 - -3.752891e-03 9.980000e-02 9.604711e-02 4.855838e-03 - 1.437008e-02 4.620000e-02 6.057008e-02 4.064066e-03 - 2.763116e-04 6.620000e-02 6.647631e-02 5.860477e-03 - -1.208223e-03 4.660000e-02 4.539178e-02 3.206058e-03 - 4.890214e-03 6.700000e-02 7.189021e-02 4.116029e-03 - 1.145083e-02 6.020000e-02 7.165083e-02 3.931707e-03 - 1.285793e-04 7.420000e-02 7.432858e-02 2.224384e-03 - 2.274752e-03 9.380000e-02 9.607475e-02 4.152772e-03 - 3.970984e-03 5.260000e-02 5.657098e-02 4.461915e-03 - -5.272694e-03 9.140000e-02 8.612731e-02 3.503032e-03 - 1.514527e-03 3.940000e-02 4.091453e-02 3.269747e-03 - 7.170862e-03 5.020000e-02 5.737086e-02 2.793150e-03 - 1.742208e-03 9.740000e-02 9.914221e-02 4.500242e-03 - -5.243400e-03 8.860000e-02 8.335660e-02 2.217635e-03 - -6.228563e-03 4.660000e-02 4.037144e-02 3.903206e-03 - -1.510232e-03 1.022000e-01 1.006898e-01 3.408148e-03 - 4.442259e-03 7.300000e-02 7.744226e-02 2.497320e-03 - 7.653464e-03 4.220000e-02 4.985346e-02 7.850115e-03 - -3.563068e-03 7.700000e-02 7.343693e-02 2.171525e-03 - 3.888909e-03 6.500000e-02 6.888891e-02 2.157246e-03 - -1.310653e-03 5.380000e-02 5.248935e-02 3.976494e-03 - 3.998898e-03 5.340000e-02 5.739890e-02 4.538774e-03 - 2.768887e-03 1.042000e-01 1.069689e-01 3.486059e-03 - 7.072738e-03 9.180000e-02 9.887274e-02 1.819295e-03 - 2.266856e-03 9.220000e-02 9.446686e-02 2.937043e-03 - -1.792173e-04 5.940000e-02 5.922078e-02 3.107590e-03 - -4.894340e-03 9.380000e-02 8.890566e-02 1.831201e-03 - 4.798609e-03 8.220000e-02 8.699861e-02 2.018558e-03 - -2.679806e-03 8.700000e-02 8.432019e-02 3.944323e-03 - -5.499987e-03 5.620000e-02 5.070001e-02 2.677288e-03 - -5.900544e-03 5.940000e-02 5.349946e-02 4.593869e-03 - 6.729602e-04 6.620000e-02 6.687296e-02 2.019617e-03 - -5.006055e-03 7.660000e-02 7.159395e-02 2.185378e-03 - -3.588389e-03 5.300000e-02 4.941161e-02 3.630985e-03 - -1.196115e-02 9.100000e-02 7.903885e-02 4.091087e-03 - -1.592609e-03 5.940000e-02 5.780739e-02 4.191332e-03 - 3.577958e-03 5.060000e-02 5.417796e-02 2.350612e-03 - 3.651082e-04 8.140000e-02 8.176511e-02 1.353213e-03 - 1.440881e-02 7.100000e-02 8.540881e-02 2.566250e-03 - -9.099627e-03 9.460000e-02 8.550037e-02 3.959171e-03 - 5.567297e-03 3.460000e-02 4.016730e-02 3.974410e-03 - 4.476169e-03 7.780000e-02 8.227617e-02 4.750928e-03 - -6.217055e-03 4.380000e-02 3.758294e-02 3.583772e-03 - 1.639293e-03 6.340000e-02 6.503929e-02 1.481825e-03 - -5.119844e-03 7.700000e-02 7.188016e-02 1.751766e-03 - 1.130677e-02 3.540000e-02 4.670677e-02 5.062074e-03 - 5.222658e-03 5.420000e-02 5.942266e-02 4.420781e-03 - 1.558321e-03 5.700000e-02 5.855832e-02 3.538165e-03 - 9.715630e-03 7.140000e-02 8.111563e-02 3.748200e-03 - 1.935492e-03 7.300000e-02 7.493549e-02 3.637485e-03 - 3.006743e-03 8.020000e-02 8.320674e-02 1.453075e-03 - 5.553166e-03 6.020000e-02 6.575317e-02 3.537938e-03 - -6.900790e-03 7.500000e-02 6.809921e-02 4.425257e-03 - 4.049818e-03 6.620000e-02 7.024982e-02 4.196294e-03 - -2.886769e-04 4.220000e-02 4.191132e-02 7.390149e-03 - 7.663330e-03 3.700000e-02 4.466333e-02 3.664644e-03 - -1.178641e-02 1.050000e-01 9.321359e-02 3.098222e-03 - -5.023377e-03 7.820000e-02 7.317662e-02 3.780565e-03 - 2.409369e-03 1.014000e-01 1.038094e-01 2.168605e-03 -]; -hold off -figure(1) -subplot(1,2,1) -[nk, xk] = hist(A(:,1), 10); -bar(xk,nk/sum(nk)) -set(gca,'linewidth',2) -set(gca,'fontweight','bold') -set(gca,'fontsize',12) -grid on -box on -title('CV Error','FontWeight','bold','FontSize',12) -xlabel('Error (unnormalized)','FontWeight','bold','FontSize',12) -ylabel('Probabilities','FontWeight','bold','FontSize',12) -disp(['Error Mean = ' num2str(mean(A(:,1)))]) -disp(['Error stdev = ' num2str(std(A(:,1)))]) -subplot(1,2,2) -xmax = max(A(:,2)); -xmin = min(A(:,2)); -if (xmax == xmin) - xmin = 0.9 * xmin; - xmax = 1.1 * xmax; -end; -if (xmax == xmin) - xmin = -0.1; - xmax = 0.1; -end; -if errBoundOn == 1 -ymax = max(A(:,3)+A(:,4)); -ymin = min(A(:,3)-A(:,4)); -else -ymax = max(A(:,3)); -ymin = min(A(:,3)); -end; -if (ymax == ymin) - ymin = 0.9 * ymin; - ymax = 1.1 * ymax; -end; -if (ymax == ymin) - ymin = -0.1; - ymax = 0.1; -end; -xmin = min(xmin, ymin); -xmax = max(xmax, ymax); -XX = xmin : xmax-xmin : xmax; -plot(A(:,2), A(:,3),'*','MarkerSize',12) -hold on -plot(XX, XX) -axis([xmin xmax xmin xmax]) -cnt1 = 0; -cnt2 = 0; -cnt3 = 0; -cnt4 = 0; -if errBoundOn == 1 -for ii = 1 : 120 - xx = [A(ii,2) A(ii,2)]; - d1 = A(ii,3)-A(ii,4); - d2 = A(ii,3)+A(ii,4); - yy = [d1 d2]; - if (xx(1) < d1 | xx(1) > d2) - plot(xx, yy, 'r-', 'lineWidth', 1) - d3 = A(ii,3)-2*A(ii,4); - d4 = A(ii,3)+2*A(ii,4); - if (xx(1) < d3 | xx(1) > d4) - d5 = A(ii,3)-3*A(ii,4); - d6 = A(ii,3)+3*A(ii,4); - if (xx(1) > d5 & xx(1) < d6) - cnt3 = cnt3 + 1; - else - d7 = A(ii,3)-4*A(ii,4); - d8 = A(ii,3)+4*A(ii,4); - if (xx(1) > d7 & xx(1) < d8) - cnt4 = cnt4 + 1; - else - disp(['Point outside 4-sigma = ',int2str(ii)]) - end; - end; - else - cnt2 = cnt2 + 1; - end; - else - plot(xx, yy, 'g-', 'lineWidth', 1); - cnt1 = cnt1 + 1; - end; -%plot(xx(1), yy(1),'rv','markerSize',10); -%plot(xx(2), yy(2),'r^','markerSize',10); -end; -end; -cnt4 = cnt1 + cnt2 + cnt3 + cnt4; -cnt3 = cnt1 + cnt2 + cnt3; -cnt2 = cnt1 + cnt2; -disp('Total sample size = 120') -disp(['Num points inside 1 sigma = ',int2str(cnt1)]) -disp(['Num points inside 2 sigma = ',int2str(cnt2)]) -disp(['Num points inside 3 sigma = ',int2str(cnt3)]) -disp(['Num points inside 4 sigma = ',int2str(cnt4)]) -%text(0.1,0.9,'RED: prediction outside +/- 1 std dev','sc','fontSize',11,'fontweight','bold') -hold off -set(gca,'linewidth',2) -set(gca,'fontweight','bold') -set(gca,'fontsize',12) -grid on -box on -title('Parity Plot (scaled rmse= 1.01e-01, R2= 8.81e-01)','FontWeight','bold','FontSize',12) -xlabel('Sample Output','FontWeight','bold','FontSize',12) -ylabel('Predicted Output','FontWeight','bold','FontSize',12) -rsme_unscaled = 6.623553e-03; -rsme_scaled = 1.013064e-01; -R2 = 8.809143e-01; -if morePlots == 1 -% For the following B matrix -% Column 1: true values -% Column 2: normalized residual -% Column 3: predicted values -% Column 4-(m+3): inputs -figure(2) -B = [ - 1.030000e-01 5.826564e-03 1.036001e-01 4.375358e+00 2.964832e+00 4.388325e+00 4.775953e-01 7.074107e-01 2.427319e-01 - 8.380000e-02 -6.703415e-02 7.818254e-02 1.704949e+01 2.181904e+00 6.917370e+00 4.406202e-01 6.141256e-01 2.457268e-01 - 6.660000e-02 -1.633226e-01 5.572271e-02 3.859943e+00 2.816860e+00 8.728581e+00 3.682755e-01 7.608340e-01 1.282974e-01 - 4.660000e-02 -1.308682e-02 4.599015e-02 1.978219e+01 3.462019e+00 1.632905e+01 4.181628e-01 9.166657e-01 7.858508e-02 - 5.660000e-02 -2.021791e-01 4.515666e-02 1.571821e+00 2.662007e+00 1.885345e+01 4.946442e-01 8.302453e-01 9.835519e-02 - 6.380000e-02 2.834401e-02 6.560835e-02 9.356449e+00 4.811469e+00 3.246063e+00 4.715999e-01 6.247992e-01 1.063113e-01 - 7.940000e-02 2.321445e-01 9.783228e-02 4.612862e+00 3.656385e+00 1.936074e+01 3.627227e-01 9.895369e-01 1.728574e-01 - 6.700000e-02 9.746509e-02 7.353016e-02 8.891977e+00 2.695026e+00 1.468994e+01 3.724817e-01 8.557428e-01 1.355370e-01 - 4.060000e-02 1.647963e-02 4.126907e-02 1.546244e+01 4.565814e+00 1.993595e+01 4.071811e-01 8.184389e-01 7.518882e-02 - 7.420000e-02 9.111010e-02 8.096037e-02 9.794748e+00 4.641685e+00 6.736549e+00 4.238401e-01 9.998600e-01 1.303392e-01 - 4.660000e-02 2.836592e-02 4.792185e-02 1.436017e+01 3.699969e+00 1.853573e+01 4.885226e-01 6.356347e-01 8.883567e-02 - 4.460000e-02 9.701794e-02 4.892700e-02 3.531403e+00 3.156699e+00 1.546732e+01 4.800346e-01 6.112367e-01 7.390972e-02 - 6.700000e-02 5.691433e-02 7.081326e-02 1.801631e+01 3.374336e+00 5.465025e+00 3.734620e-01 5.406043e-01 1.567887e-01 - 5.940000e-02 5.643081e-02 6.275199e-02 3.201464e+00 3.244103e+00 1.254599e+01 4.057609e-01 9.564591e-01 1.068942e-01 - 7.020000e-02 8.814402e-03 7.081877e-02 1.177288e+01 2.119800e+00 1.668819e+01 4.697608e-01 7.315979e-01 1.324977e-01 - 4.540000e-02 7.572653e-02 4.883798e-02 1.777329e+01 4.196866e+00 1.086532e+01 4.966361e-01 5.748737e-01 6.076472e-02 - 7.260000e-02 -9.703982e-02 6.555491e-02 1.213926e+01 3.180671e+00 1.779895e+01 3.501584e-01 8.028482e-01 1.540703e-01 - 5.580000e-02 -1.120930e-01 4.954521e-02 1.038615e+01 2.243132e+00 1.817720e+01 3.969778e-01 5.270366e-01 1.789155e-01 - 6.780000e-02 9.048267e-03 6.841347e-02 6.360520e+00 4.267258e+00 8.992355e+00 3.954849e-01 6.398683e-01 1.369130e-01 - 7.940000e-02 5.300354e-02 8.360848e-02 1.927382e+00 4.594383e+00 4.961318e+00 4.863824e-01 5.858385e-01 1.666394e-01 - 5.060000e-02 -7.473761e-02 4.681828e-02 7.923091e+00 3.308081e+00 1.745396e+01 4.331561e-01 5.793499e-01 9.483209e-02 - 8.860000e-02 -7.107425e-02 8.230282e-02 1.392801e+01 4.624708e+00 1.532798e+01 3.587896e-01 8.823699e-01 2.442245e-01 - 8.300000e-02 -6.699443e-02 7.743946e-02 2.432125e+00 4.553522e+00 1.334862e+01 4.293769e-01 7.284263e-01 2.387406e-01 - 4.700000e-02 1.468702e-01 5.390290e-02 1.071613e+01 3.062482e+00 6.490147e+00 3.601017e-01 6.549956e-01 8.397606e-02 - 7.580000e-02 -4.842146e-03 7.543297e-02 1.564814e+01 2.556910e+00 6.035244e+00 4.903560e-01 7.705285e-01 1.096929e-01 - 8.460000e-02 -3.677013e-02 8.148925e-02 1.282213e+00 3.708020e+00 1.096905e+01 4.581567e-01 7.803198e-01 1.984167e-01 - 6.460000e-02 1.916630e-02 6.583814e-02 3.034285e+00 4.347129e+00 1.841970e+01 4.735532e-01 6.910582e-01 1.829681e-01 - 3.780000e-02 3.483488e-02 3.911676e-02 1.400174e+01 4.521223e+00 5.617950e+00 4.573512e-01 7.979357e-01 5.250138e-02 - 6.340000e-02 -7.812208e-02 5.844706e-02 6.734401e+00 2.273516e+00 3.743383e+00 4.351503e-01 8.777708e-01 1.024510e-01 - 6.180000e-02 -1.806800e-01 5.063398e-02 6.780781e+00 4.125001e+00 1.804727e+01 3.772579e-01 8.909770e-01 1.105126e-01 - 8.860000e-02 -2.347414e-02 8.652019e-02 1.427673e+01 2.024662e+00 7.665203e+00 3.760715e-01 8.497790e-01 1.899822e-01 - 6.580000e-02 1.341329e-01 7.462594e-02 1.590304e+01 3.078234e+00 1.615619e+01 4.931493e-01 5.191564e-01 2.187276e-01 - 6.780000e-02 1.683450e-02 6.894138e-02 1.734637e+01 2.875559e+00 1.955579e+01 4.594227e-01 9.214523e-01 1.257256e-01 - 7.380000e-02 -3.961250e-02 7.087660e-02 1.963853e+01 4.895502e+00 1.208391e+01 3.779113e-01 7.109724e-01 1.698360e-01 - 8.020000e-02 3.370136e-02 8.290285e-02 1.860037e+01 4.321546e+00 4.180616e+00 4.443891e-01 7.511117e-01 1.519671e-01 - 8.220000e-02 -3.497429e-02 7.932511e-02 1.057073e+01 4.974598e+00 1.414979e+01 4.951597e-01 9.425007e-01 1.566736e-01 - 8.420000e-02 -8.445777e-02 7.708866e-02 1.260860e+01 2.867232e+00 3.182943e+00 4.305993e-01 5.759831e-01 1.740402e-01 - 7.940000e-02 2.252459e-03 7.957885e-02 4.877944e-01 3.293596e+00 7.583253e+00 3.817584e-01 7.365395e-01 2.122719e-01 - 3.860000e-02 -9.599376e-02 3.489464e-02 5.184036e+00 3.022952e+00 1.435505e+01 3.901835e-01 7.168183e-01 5.838507e-02 - 7.300000e-02 -6.875676e-02 6.798076e-02 5.627139e-01 4.171317e+00 1.509063e+01 4.499202e-01 9.668164e-01 1.437247e-01 - 8.740000e-02 -1.011280e-01 7.856141e-02 2.085236e+00 2.476556e+00 1.578250e+01 4.256422e-01 8.657185e-01 2.046916e-01 - 1.222000e-01 -6.714560e-02 1.139948e-01 1.021160e+01 3.884908e+00 5.890358e+00 4.621091e-01 8.593625e-01 2.485193e-01 - 8.580000e-02 -1.362659e-01 7.410838e-02 1.352786e+01 4.449471e+00 6.172012e+00 4.047324e-01 6.595669e-01 2.306028e-01 - 6.460000e-02 1.732394e-01 7.579127e-02 7.214231e+00 5.000000e+00 7.125972e+00 3.544874e-01 7.766473e-01 1.479898e-01 - 4.340000e-02 -5.277618e-03 4.317095e-02 9.942541e-01 4.943812e+00 1.717704e+01 4.009146e-01 6.492246e-01 8.239347e-02 - 5.780000e-02 -5.844122e-02 5.442210e-02 1.144010e+01 3.753905e+00 1.009494e+01 3.983531e-01 8.699497e-01 1.003032e-01 - 6.740000e-02 -5.633053e-02 6.360332e-02 9.144555e+00 3.807402e+00 9.879487e+00 3.516062e-01 5.051878e-01 2.277923e-01 - 5.340000e-02 -2.876927e-02 5.186372e-02 4.149747e+00 4.510979e+00 1.455565e+01 4.374068e-01 5.140554e-01 1.239846e-01 - 9.020000e-02 1.474604e-01 1.035009e-01 3.965480e+00 2.071919e+00 1.741696e+01 4.529704e-01 9.370805e-01 2.268217e-01 - 5.980000e-02 1.836977e-01 7.078512e-02 6.521337e+00 3.593262e+00 1.403178e+01 4.086824e-01 5.460409e-01 2.498139e-01 - 1.190000e-01 2.193180e-02 1.216099e-01 1.673252e+01 3.225997e+00 3.856399e+00 4.822531e-01 9.585731e-01 1.954065e-01 - 1.046000e-01 -8.162212e-02 9.606233e-02 1.927334e+01 2.433727e+00 1.440636e+01 4.749840e-01 7.921787e-01 2.327839e-01 - 1.054000e-01 -2.645566e-01 7.751573e-02 8.121325e+00 3.418264e+00 1.868380e+01 3.989797e-01 9.507425e-01 2.414595e-01 - 6.980000e-02 -6.085876e-02 6.555206e-02 6.922219e+00 2.760941e+00 1.690677e+01 4.561563e-01 6.665426e-01 1.593854e-01 - 8.340000e-02 5.823391e-02 8.825671e-02 1.451648e+01 2.572546e+00 1.046215e+01 4.518285e-01 7.137680e-01 1.702133e-01 - 6.580000e-02 -1.481099e-01 5.605437e-02 1.843070e+01 2.302720e+00 1.904373e+01 3.621235e-01 6.756324e-01 2.113410e-01 - 6.420000e-02 -9.309557e-02 5.822326e-02 5.479054e+00 4.747408e+00 1.644898e+01 3.705323e-01 5.670398e-01 1.936403e-01 - 6.060000e-02 -1.403959e-02 5.974920e-02 1.524148e+01 2.596807e+00 1.516966e+01 4.156258e-01 6.874304e-01 1.119057e-01 - 4.660000e-02 -2.715254e-02 4.533469e-02 9.653795e+00 2.000073e+00 1.213354e+01 4.286740e-01 7.864619e-01 7.036886e-02 - 3.900000e-02 2.181062e-01 4.750614e-02 1.333593e+01 2.398630e+00 1.710816e+01 3.809915e-01 9.651259e-01 6.272629e-02 - 7.660000e-02 -2.927031e-02 7.435789e-02 1.324561e+01 3.525242e+00 1.488275e+01 4.462369e-01 6.521404e-01 1.994951e-01 - 9.980000e-02 -3.760412e-02 9.604711e-02 1.500292e+01 4.231318e+00 5.268857e+00 3.671571e-01 9.720767e-01 2.058680e-01 - 4.620000e-02 3.110408e-01 6.057008e-02 2.730276e+00 2.539163e+00 1.972986e+01 3.861010e-01 5.606695e-01 1.502383e-01 - 6.620000e-02 4.173891e-03 6.647631e-02 1.155391e+01 4.255107e+00 1.968503e+01 4.659402e-01 5.946109e-01 2.367744e-01 - 4.660000e-02 -2.592752e-02 4.539178e-02 1.104686e+01 2.823902e+00 1.347543e+01 4.612427e-01 5.500030e-01 6.512819e-02 - 6.700000e-02 7.298826e-02 7.189021e-02 1.374508e+01 2.061279e+00 1.248511e+01 4.774255e-01 5.350858e-01 1.464016e-01 - 6.020000e-02 1.902132e-01 7.165083e-02 1.307465e+01 3.142744e+00 2.963670e+00 3.880589e-01 8.372577e-01 1.197228e-01 - 7.420000e-02 1.732874e-03 7.432858e-02 1.918745e+01 3.770260e+00 4.718583e+00 4.684413e-01 6.744377e-01 1.231369e-01 - 9.380000e-02 2.425109e-02 9.607475e-02 1.876746e+01 2.997223e+00 1.116884e+01 3.921866e-01 9.932150e-01 1.836163e-01 - 5.260000e-02 7.549400e-02 5.657098e-02 7.885254e+00 2.229434e+00 9.211434e+00 4.850493e-01 9.861683e-01 7.672922e-02 - 9.140000e-02 -5.768812e-02 8.612731e-02 8.713139e+00 2.328679e+00 8.179281e+00 4.975175e-01 6.420814e-01 1.864963e-01 - 3.940000e-02 3.843977e-02 4.091453e-02 1.827488e+01 2.931104e+00 8.432656e+00 4.476189e-01 8.851706e-01 5.609940e-02 - 5.020000e-02 1.428459e-01 5.737086e-02 1.827342e+00 4.365668e+00 1.053479e+01 3.737904e-01 8.388543e-01 9.044507e-02 - 9.740000e-02 1.788714e-02 9.914221e-02 3.718437e+00 4.828484e+00 3.473757e+00 3.934784e-01 9.183320e-01 2.214099e-01 - 8.860000e-02 -5.918059e-02 8.335660e-02 1.489744e+01 3.345950e+00 1.373961e+01 4.646970e-01 8.744606e-01 1.646466e-01 - 4.660000e-02 -1.336602e-01 4.037144e-02 4.737219e+00 4.880184e+00 1.151863e+01 4.664302e-01 8.506753e-01 6.966896e-02 - 1.022000e-01 -1.477723e-02 1.006898e-01 5.020024e+00 4.095250e+00 8.637809e+00 4.914617e-01 7.452070e-01 2.237367e-01 - 7.300000e-02 6.085287e-02 7.744226e-02 2.900213e+00 3.379367e+00 6.287553e+00 4.412920e-01 8.078926e-01 1.338839e-01 - 4.220000e-02 1.813617e-01 4.985346e-02 1.185677e+01 4.700185e+00 8.238988e+00 3.831441e-01 5.230908e-01 6.744536e-02 - 7.700000e-02 -4.627361e-02 7.343693e-02 1.289276e+01 3.439726e+00 9.961372e+00 4.834493e-01 6.965145e-01 1.389920e-01 - 6.500000e-02 5.982936e-02 6.888891e-02 8.833830e+00 4.427096e+00 1.612230e+01 4.793981e-01 9.074125e-01 1.161642e-01 - 5.380000e-02 -2.436158e-02 5.248935e-02 1.893586e+01 4.060672e+00 1.792166e+01 4.265286e-01 5.011376e-01 1.400762e-01 - 5.340000e-02 7.488573e-02 5.739890e-02 5.659122e+00 2.464802e+00 5.134082e+00 4.502520e-01 5.093284e-01 8.162435e-02 - 1.042000e-01 2.657281e-02 1.069689e-01 1.224341e+01 2.774421e+00 1.074355e+01 4.138073e-01 9.013602e-01 2.383671e-01 - 9.180000e-02 7.704508e-02 9.887274e-02 1.124030e+01 4.037861e+00 1.231387e+01 4.340327e-01 9.264412e-01 1.916579e-01 - 9.220000e-02 2.458629e-02 9.446686e-02 1.089210e+01 2.373196e+00 4.876272e+00 4.014482e-01 8.083647e-01 2.183169e-01 - 5.940000e-02 -3.017127e-03 5.922078e-02 1.655798e+01 4.785476e+00 1.293422e+01 4.392551e-01 9.807651e-01 9.527274e-02 - 9.380000e-02 -5.217846e-02 8.890566e-02 1.747727e+01 4.481332e+00 7.951660e+00 4.222781e-01 8.997611e-01 1.781195e-01 - 8.220000e-02 5.837724e-02 8.699861e-02 7.247088e+00 3.827283e+00 1.310279e+01 4.887522e-01 8.127229e-01 1.763440e-01 - 8.700000e-02 -3.080237e-02 8.432019e-02 1.056395e+00 2.143543e+00 5.754461e+00 4.091449e-01 9.096209e-01 1.602690e-01 - 5.620000e-02 -9.786454e-02 5.070001e-02 8.265782e+00 4.150976e+00 4.286263e+00 4.135844e-01 6.957872e-01 9.308373e-02 - 5.940000e-02 -9.933576e-02 5.349946e-02 4.928576e+00 2.102024e+00 1.126664e+01 3.566144e-01 5.903054e-01 1.170085e-01 - 6.620000e-02 1.016556e-02 6.687296e-02 1.623508e+01 3.839933e+00 1.562937e+01 4.111592e-01 6.255842e-01 1.623373e-01 - 7.660000e-02 -6.535320e-02 7.159395e-02 8.538244e+00 4.291747e+00 1.365276e+01 3.869090e-01 7.891491e-01 1.808398e-01 - 5.300000e-02 -6.770545e-02 4.941161e-02 1.715863e+01 4.397530e+00 1.387078e+01 3.558229e-01 6.053228e-01 1.034471e-01 - 9.100000e-02 -1.314412e-01 7.903885e-02 1.806747e+01 4.724023e+00 1.761079e+01 4.838253e-01 8.417609e-01 2.031951e-01 - 5.940000e-02 -2.681160e-02 5.780739e-02 1.944200e+01 2.731602e+00 7.307992e+00 4.033235e-01 5.629925e-01 9.821791e-02 - 5.060000e-02 7.071063e-02 5.417796e-02 1.758387e+01 2.214564e+00 1.317494e+01 3.942506e-01 7.467447e-01 8.812944e-02 - 8.140000e-02 4.485359e-03 8.176511e-02 5.883871e+00 3.111340e+00 9.490973e+00 4.119719e-01 8.245167e-01 1.681505e-01 - 7.100000e-02 2.029410e-01 8.540881e-02 1.684116e+01 3.978001e+00 1.684177e+01 3.848809e-01 7.728934e-01 2.234465e-01 - 9.460000e-02 -9.619056e-02 8.550037e-02 5.354393e+00 3.573638e+00 6.939636e+00 4.997498e-01 8.916727e-01 1.484867e-01 - 3.460000e-02 1.609045e-01 4.016730e-02 1.003092e+01 3.607333e+00 1.588287e+01 3.651432e-01 7.026261e-01 5.036309e-02 - 7.780000e-02 5.753431e-02 8.227617e-02 1.538317e+01 4.967036e+00 9.236495e+00 4.538944e-01 5.546763e-01 2.147091e-01 - 4.380000e-02 -1.419419e-01 3.758294e-02 1.639795e+01 3.536722e+00 3.585115e+00 3.693931e-01 7.233545e-01 7.238996e-02 - 6.340000e-02 2.585635e-02 6.503929e-02 1.466794e+01 3.943970e+00 1.178495e+01 3.891101e-01 5.976465e-01 1.297888e-01 - 7.700000e-02 -6.649147e-02 7.188016e-02 9.868685e+00 3.261462e+00 1.162786e+01 4.202877e-01 6.190753e-01 2.080482e-01 - 3.540000e-02 3.194003e-01 4.670677e-02 6.063233e+00 3.916166e+00 1.925014e+01 4.436765e-01 7.644663e-01 5.720672e-02 - 5.420000e-02 9.635900e-02 5.942266e-02 1.278794e+01 4.866363e+00 1.898156e+01 4.198649e-01 7.375939e-01 1.202366e-01 - 5.700000e-02 2.733897e-02 5.855832e-02 1.233427e+01 4.018557e+00 7.407579e+00 4.757086e-01 9.487049e-01 8.574980e-02 - 7.140000e-02 1.360733e-01 8.111563e-02 7.425716e+00 2.622873e+00 4.045390e+00 3.794255e-01 6.041635e-01 2.018002e-01 - 7.300000e-02 2.651358e-02 7.493549e-02 9.523736e+00 3.029514e+00 2.000798e+01 4.375960e-01 7.558069e-01 1.931156e-01 - 8.020000e-02 3.749056e-02 8.320674e-02 7.654893e+00 4.682246e+00 1.036629e+01 4.465452e-01 6.801400e-01 2.087748e-01 - 6.020000e-02 9.224528e-02 6.575317e-02 8.145092e-01 3.493504e+00 7.919847e+00 4.631262e-01 5.446289e-01 1.147207e-01 - 7.500000e-02 -9.201054e-02 6.809921e-02 1.594906e+01 2.504325e+00 9.626213e+00 3.535958e-01 9.395557e-01 1.417477e-01 - 6.620000e-02 6.117550e-02 7.024982e-02 1.360911e+00 2.899271e+00 1.278408e+01 3.647042e-01 6.300902e-01 2.337662e-01 - 4.220000e-02 -6.840685e-03 4.191132e-02 2.583231e+00 3.864582e+00 4.577888e+00 3.584774e-01 9.313073e-01 6.487706e-02 - 3.700000e-02 2.071170e-01 4.466333e-02 2.228389e+00 2.346586e+00 9.794827e+00 4.229779e-01 6.680150e-01 5.328048e-02 - 1.050000e-01 -1.122516e-01 9.321359e-02 6.224976e+00 2.698589e+00 1.194487e+01 4.702342e-01 9.767940e-01 2.167530e-01 - 7.820000e-02 -6.423756e-02 7.317662e-02 3.472765e+00 3.993435e+00 6.625676e+00 4.172404e-01 5.299800e-01 1.876380e-01 - 1.014000e-01 2.376103e-02 1.038094e-01 2.000022e+01 3.634439e+00 8.862778e+00 4.318112e-01 8.266161e-01 2.285866e-01 -]; -AA = B(:,1); -BB = B(:,2); -CC = B(:,3); -subplot(1,2,1),plot(AA, BB, '*','markerSize',12); -set(gca,'linewidth',2) -set(gca,'fontweight','bold') -set(gca,'fontsize',12) -grid on -box on -title('Normalized Error Analysis','FontWeight','bold','FontSize',12) -xlabel('Actual Data','FontWeight','bold','FontSize',12) -ylabel('Normalized Error','FontWeight','bold','FontSize',12) -subplot(1,2,2),plot(AA,BB.*AA, '*','markerSize',12); -set(gca,'linewidth',2) -set(gca,'fontweight','bold') -set(gca,'fontsize',12) -grid on -box on -title('Unnormalized Error Analysis','FontWeight','bold','FontSize',12) -xlabel('Actual Data','FontWeight','bold','FontSize',12) -ylabel('Error','FontWeight','bold','FontSize',12) -figure(3) -for ii = 1 : 6 - XX = B(:,3+ii); - plot(XX, BB.*AA, '*','markerSize',12); - disp(['Error vs Input ' int2str(ii)]) - disp('Press enter to continue') -set(gca,'linewidth',2) -set(gca,'fontweight','bold') -set(gca,'fontsize',12) -grid on -box on - xlabel(['Input ' int2str(ii)]) -ylabel('Error','FontWeight','bold','FontSize',12) - pause -end; -end; diff --git a/Case1_ParticleSettling/DeterministicCalibration/PSUADE/1_ResponseSurface/Quadratic/run.log b/Case1_ParticleSettling/DeterministicCalibration/PSUADE/1_ResponseSurface/Quadratic/run.log deleted file mode 100644 index 13b6fce575ea9185f3a2eafe4243daf4e32255c5..0000000000000000000000000000000000000000 --- a/Case1_ParticleSettling/DeterministicCalibration/PSUADE/1_ResponseSurface/Quadratic/run.log +++ /dev/null @@ -1,3487 +0,0 @@ -********************************************************************** -* Welcome to PSUADE (version 2.0.0) -********************************************************************** -PSUADE - A Problem Solving environment for - Uncertainty Analysis and Design Exploration (2.0.0) -(for help, enter ) -====================================================================== -psuade> load complete : nSamples = 120 - nInputs = 6 - nOutputs = 1 -psuade> analysis expert mode on -psuade> printlevel set from 0 to 3 -psuade> ---------------------------------------------------------------------- -Available response surface tools: ----------------------------------------------------------------------- ----------------------------------------------------------------------- -0. MARS (Friedman's multivariate splines method) -==> Linear/nonlinear polynomial regression methods: -1. Linear regression -2. Quadratic regression -3. Cubic regression -4. Quartic regression (may be unstable) -5. Selective polynomial regression (user selects terms to use) -6. Derivative-based Legendre polynomial regression - - need 2 samples: the second one with nInputs derivatives. -7. Legendre polynomial regression -8. User-defined regression (user provides basis functions) -==> Other response surface methods: -10. Gaussian process (Tong's implementation) -12. Artificial neural network (not yet implemented) -15. Sum-of-trees model - - needs large samples to improve prediction accuracy -16. Sparse Grid polynomial regression - - Works only with sparse grid sampling design. -17. Kriging -18. Splines on regular grid (1D, 2D, or 3D only) - - Works only with factorial designs in 1-3D. -19. K nearest neighbors -20. Radial Basis Function -21. Acosso (by Storlie, LANL. Need R to run) -22. BSSAnova (by Storlie, LANL. Need R to run) -23. Partial Least Squares Linear Regression (PLS) - - Linear regression but geared toward the most - eigenvectors. -==> Methods based on bootstrapped aggregation: -24. MARS with bootstrap aggregating (bagging) -25. Radial Basis Function with bagging -==> Domain (input space) decomposition-based methods: - - Idea: Divide input space into subdomains to reduce cost - since each domain has a small sample size. - - Binary partitioning along most sensitive dimensioins -26. Multi-Radial Basis Function (for large samples) -27. Multi-Gaussian process (Tong, for large samples) -28. Multi-MARS (for large samples) -29. Multi-Treed Gaussian process (for large samples) -==> Homogeneous and quantile-based methods: -30. Homogeneous Legendre regression (HLR) - This method is for homogeneous inputs (same bounds). -31. Homogeneous GP (HGP) - This method is for either: - a. All inputs are homogeneous (and same bounds too). - b. Only the last input is nonhomogeneous (quantile). - Different sample points can have different quantiles. -32. Homogeneous Kriging (all homogeneous inputs: same bounds) -33. Hybrid Homogeneous GP (HyHGP). This method is for either: - a. All inputs are homogeneous (and same bounds too), or - b. Only the last input is nonhomogeneous (quantile). - - All N sample points must have same Q quantiles. - - For CV, must use nGroups be factors of N/Q, and - must not use randomization. Otherwise, CV fails. -34. Quantile GP (can be anisotropic) - This method requires - - Quantile variable as the last input. - - All N sample points have same Q quantiles. - - There must be a quantile input value of 0.5 - - For CV, must use nGroups be factors of N/Q, and - must not use randomization. Otherwise, CV fails. - Note: Similar to HGP(b) but different implementation. -Enter your choice ? Enter output number (1 - 1) = No transformation (e.g. log) on sample inputs nor outputs. -********************************************************************** -Response surface method to be used: Gaussian Process (Tong) model -====================================================================== -RSA: Output ID = 1 -RSA: Output Maximum/Minimum = 1.222000e-01 3.460000e-02 -INFO: Set printlevel higher (1-4) to display more information. -INFO: Set print level to 4 for interpolation error graphics file. -********************************************************************** -* Gaussian Process Analysis -* Default exponential degree = 2.000000e+00 -====================================================================== -GP3 training begins.... - Hyperparameter bounds 1 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 2 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 3 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 4 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 5 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 6 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 7 = -3.0000e+00 1.0000e+01 - Hyperparameter bounds 8 = -2.8000e+01 -3.0000e+00 - Hyperparameter bounds 9 = -5.0000e-01 5.0000e-01 - Hyperparameter bounds 10 = -2.4000e+01 -2.0000e+00 -GP3 training completed. -RSFA resubstitution test: - 1 : true, predicted = 1.03000000e-01 1.03000345e-01 - 2 : true, predicted = 8.38000000e-02 8.38002589e-02 - 3 : true, predicted = 6.66000000e-02 6.65986616e-02 - 4 : true, predicted = 4.66000000e-02 4.65996877e-02 - 5 : true, predicted = 5.66000000e-02 5.65995693e-02 - 6 : true, predicted = 6.38000000e-02 6.38001148e-02 - 7 : true, predicted = 7.94000000e-02 7.94003284e-02 - 8 : true, predicted = 6.70000000e-02 6.70022543e-02 - 9 : true, predicted = 4.06000000e-02 4.06003559e-02 - 10 : true, predicted = 7.42000000e-02 7.42002505e-02 - 11 : true, predicted = 4.66000000e-02 4.66001925e-02 - 12 : true, predicted = 4.46000000e-02 4.46003128e-02 - 13 : true, predicted = 6.70000000e-02 6.70002098e-02 - 14 : true, predicted = 5.94000000e-02 5.94003686e-02 - 15 : true, predicted = 7.02000000e-02 7.02005491e-02 - 16 : true, predicted = 4.54000000e-02 4.53999682e-02 - 17 : true, predicted = 7.26000000e-02 7.25993849e-02 - 18 : true, predicted = 5.58000000e-02 5.58000397e-02 - 19 : true, predicted = 6.78000000e-02 6.77996855e-02 - 20 : true, predicted = 7.94000000e-02 7.93999863e-02 - 21 : true, predicted = 5.06000000e-02 5.05993648e-02 - 22 : true, predicted = 8.86000000e-02 8.85999002e-02 - 23 : true, predicted = 8.30000000e-02 8.29995965e-02 - 24 : true, predicted = 4.70000000e-02 4.70004041e-02 - 25 : true, predicted = 7.58000000e-02 7.57999483e-02 - 26 : true, predicted = 8.46000000e-02 8.45993682e-02 - 27 : true, predicted = 6.46000000e-02 6.46002451e-02 - 28 : true, predicted = 3.78000000e-02 3.78002780e-02 - 29 : true, predicted = 6.34000000e-02 6.33995774e-02 - 30 : true, predicted = 6.18000000e-02 6.17986129e-02 - 31 : true, predicted = 8.86000000e-02 8.85998053e-02 - 32 : true, predicted = 6.58000000e-02 6.58002274e-02 - 33 : true, predicted = 6.78000000e-02 6.78000654e-02 - 34 : true, predicted = 7.38000000e-02 7.37996590e-02 - 35 : true, predicted = 8.02000000e-02 8.01999180e-02 - 36 : true, predicted = 8.22000000e-02 8.21998652e-02 - 37 : true, predicted = 8.42000000e-02 8.41994387e-02 - 38 : true, predicted = 7.94000000e-02 7.94001414e-02 - 39 : true, predicted = 3.86000000e-02 3.85989277e-02 - 40 : true, predicted = 7.30000000e-02 7.29994573e-02 - 41 : true, predicted = 8.74000000e-02 8.73990133e-02 - 42 : true, predicted = 1.22200000e-01 1.22199456e-01 - 43 : true, predicted = 8.58000000e-02 8.57989947e-02 - 44 : true, predicted = 6.46000000e-02 6.46006293e-02 - 45 : true, predicted = 4.34000000e-02 4.34003173e-02 - 46 : true, predicted = 5.78000000e-02 5.77989746e-02 - 47 : true, predicted = 6.74000000e-02 6.73998873e-02 - 48 : true, predicted = 5.34000000e-02 5.34000441e-02 - 49 : true, predicted = 9.02000000e-02 9.02011676e-02 - 50 : true, predicted = 5.98000000e-02 5.98003464e-02 - 51 : true, predicted = 1.19000000e-01 1.19000150e-01 - 52 : true, predicted = 1.04600000e-01 1.04599637e-01 - 53 : true, predicted = 1.05400000e-01 1.05398891e-01 - 54 : true, predicted = 6.98000000e-02 6.97987908e-02 - 55 : true, predicted = 8.34000000e-02 8.34016230e-02 - 56 : true, predicted = 6.58000000e-02 6.57994857e-02 - 57 : true, predicted = 6.42000000e-02 6.41996581e-02 - 58 : true, predicted = 6.06000000e-02 6.05992087e-02 - 59 : true, predicted = 4.66000000e-02 4.65997902e-02 - 60 : true, predicted = 3.90000000e-02 3.90002719e-02 - 61 : true, predicted = 7.66000000e-02 7.65987842e-02 - 62 : true, predicted = 9.98000000e-02 9.97998584e-02 - 63 : true, predicted = 4.62000000e-02 4.62007319e-02 - 64 : true, predicted = 6.62000000e-02 6.62000189e-02 - 65 : true, predicted = 4.66000000e-02 4.65997659e-02 - 66 : true, predicted = 6.70000000e-02 6.70005031e-02 - 67 : true, predicted = 6.02000000e-02 6.02008495e-02 - 68 : true, predicted = 7.42000000e-02 7.42003787e-02 - 69 : true, predicted = 9.38000000e-02 9.37999370e-02 - 70 : true, predicted = 5.26000000e-02 5.26002213e-02 - 71 : true, predicted = 9.14000000e-02 9.13994479e-02 - 72 : true, predicted = 3.94000000e-02 3.94000844e-02 - 73 : true, predicted = 5.02000000e-02 5.02007601e-02 - 74 : true, predicted = 9.74000000e-02 9.74001169e-02 - 75 : true, predicted = 8.86000000e-02 8.85981241e-02 - 76 : true, predicted = 4.66000000e-02 4.65995534e-02 - 77 : true, predicted = 1.02200000e-01 1.02199468e-01 - 78 : true, predicted = 7.30000000e-02 7.30010645e-02 - 79 : true, predicted = 4.22000000e-02 4.22002066e-02 - 80 : true, predicted = 7.70000000e-02 7.69987637e-02 - 81 : true, predicted = 6.50000000e-02 6.50007319e-02 - 82 : true, predicted = 5.38000000e-02 5.37998904e-02 - 83 : true, predicted = 5.34000000e-02 5.33999612e-02 - 84 : true, predicted = 1.04200000e-01 1.04200143e-01 - 85 : true, predicted = 9.18000000e-02 9.18019487e-02 - 86 : true, predicted = 9.22000000e-02 9.22002231e-02 - 87 : true, predicted = 5.94000000e-02 5.94001355e-02 - 88 : true, predicted = 9.38000000e-02 9.37990352e-02 - 89 : true, predicted = 8.22000000e-02 8.22022165e-02 - 90 : true, predicted = 8.70000000e-02 8.69994442e-02 - 91 : true, predicted = 5.62000000e-02 5.61992350e-02 - 92 : true, predicted = 5.94000000e-02 5.93998557e-02 - 93 : true, predicted = 6.62000000e-02 6.62004992e-02 - 94 : true, predicted = 7.66000000e-02 7.65992690e-02 - 95 : true, predicted = 5.30000000e-02 5.29996367e-02 - 96 : true, predicted = 9.10000000e-02 9.09994024e-02 - 97 : true, predicted = 5.94000000e-02 5.93996788e-02 - 98 : true, predicted = 5.06000000e-02 5.06008155e-02 - 99 : true, predicted = 8.14000000e-02 8.14001299e-02 - 100 : true, predicted = 7.10000000e-02 7.10016196e-02 - 101 : true, predicted = 9.46000000e-02 9.45995190e-02 - 102 : true, predicted = 3.46000000e-02 3.46003672e-02 - 103 : true, predicted = 7.78000000e-02 7.78000129e-02 - 104 : true, predicted = 4.38000000e-02 4.37998339e-02 - 105 : true, predicted = 6.34000000e-02 6.34008118e-02 - 106 : true, predicted = 7.70000000e-02 7.69991299e-02 - 107 : true, predicted = 3.54000000e-02 3.54002471e-02 - 108 : true, predicted = 5.42000000e-02 5.42003524e-02 - 109 : true, predicted = 5.70000000e-02 5.70000705e-02 - 110 : true, predicted = 7.14000000e-02 7.14005400e-02 - 111 : true, predicted = 7.30000000e-02 7.30004183e-02 - 112 : true, predicted = 8.02000000e-02 8.02019086e-02 - 113 : true, predicted = 6.02000000e-02 6.02001724e-02 - 114 : true, predicted = 7.50000000e-02 7.49995807e-02 - 115 : true, predicted = 6.62000000e-02 6.62002984e-02 - 116 : true, predicted = 4.22000000e-02 4.21999254e-02 - 117 : true, predicted = 3.70000000e-02 3.70007245e-02 - 118 : true, predicted = 1.05000000e-01 1.04999539e-01 - 119 : true, predicted = 7.82000000e-02 7.81998791e-02 - 120 : true, predicted = 1.01400000e-01 1.01400292e-01 -RSAnalysis: L 1: interpolation error on training set - avg error far from 0 ==> systematic bias. - rms error large ==> average error large. - max error large ==> pointwise error large. - max error scaled by (ymax-ymin) large - ==> fitting probably not good. - R-square may not always be a reliable measure. - avg error = -1.702e-09 (unscaled) - avg error = 3.206e-07 (scaled) - rms error = 7.075e-07 (unscaled) - rms error = 1.021e-05 (scaled) - max error = 2.254e-06 (unscaled, BASE=6.700e-02) - max error = 3.365e-05 ( scaled, BASE=6.700e-02) - max error = 2.573e-05 ( scaled by (ymax-ymin)) - R-square = 9.99999999e-01 -Based on 120 training points (total=120). -Interpolation error info are in RSFA_training_err.m -********************************************************************** -Next you will be asked whether to do cross validation or not. -Since cross validation iterates as many times as the number -of groups. The rs_expert mode will be turned off. To change -the default parameters for different response surface, you -will need to exit, create a config file (use genconfigfile -in command line mode), and set config option in your data file. ----------------------------------------------------------------------- -Perform cross validation ? (y or n) Enter the number of groups to validate : (2 - 120) RSFA: number of CV groups = 120 -RSAnalysis: L 1:cross validation (CV) begins... -Random selection of leave-out groups ? (y or n) RSAnalysis:: L 1: processing CV group 1 (out of 120) -RSA: CV error for sample group 1 = 6.001e-04 (avg unscaled) -RSA: CV error for sample group 1 = 6.001e-04 (rms unscaled) -RSA: CV error for sample group 1 = 6.001e-04 (max unscaled) -RSAnalysis:: L 1: CV group 1 processed -RSAnalysis:: L 1: processing CV group 2 (out of 120) -RSA: CV error for sample group 2 = -5.617e-03 (avg unscaled) -RSA: CV error for sample group 2 = 5.617e-03 (rms unscaled) -RSA: CV error for sample group 2 = 5.617e-03 (max unscaled) -RSAnalysis:: L 1: CV group 2 processed -RSAnalysis:: L 1: processing CV group 3 (out of 120) -RSA: CV error for sample group 3 = -1.088e-02 (avg unscaled) -RSA: CV error for sample group 3 = 1.088e-02 (rms unscaled) -RSA: CV error for sample group 3 = 1.088e-02 (max unscaled) -RSAnalysis:: L 1: CV group 3 processed -RSAnalysis:: L 1: processing CV group 4 (out of 120) -RSA: CV error for sample group 4 = -6.098e-04 (avg unscaled) -RSA: CV error for sample group 4 = 6.098e-04 (rms unscaled) -RSA: CV error for sample group 4 = 6.098e-04 (max unscaled) -RSAnalysis:: L 1: CV group 4 processed -RSAnalysis:: L 1: processing CV group 5 (out of 120) -RSA: CV error for sample group 5 = -1.144e-02 (avg unscaled) -RSA: CV error for sample group 5 = 1.144e-02 (rms unscaled) -RSA: CV error for sample group 5 = 1.144e-02 (max unscaled) -RSAnalysis:: L 1: CV group 5 processed -RSAnalysis:: L 1: processing CV group 6 (out of 120) -RSA: CV error for sample group 6 = 1.808e-03 (avg unscaled) -RSA: CV error for sample group 6 = 1.808e-03 (rms unscaled) -RSA: CV error for sample group 6 = 1.808e-03 (max unscaled) -RSAnalysis:: L 1: CV group 6 processed -RSAnalysis:: L 1: processing CV group 7 (out of 120) -RSA: CV error for sample group 7 = 1.843e-02 (avg unscaled) -RSA: CV error for sample group 7 = 1.843e-02 (rms unscaled) -RSA: CV error for sample group 7 = 1.843e-02 (max unscaled) -RSAnalysis:: L 1: CV group 7 processed -RSAnalysis:: L 1: processing CV group 8 (out of 120) -RSA: CV error for sample group 8 = 6.530e-03 (avg unscaled) -RSA: CV error for sample group 8 = 6.530e-03 (rms unscaled) -RSA: CV error for sample group 8 = 6.530e-03 (max unscaled) -RSAnalysis:: L 1: CV group 8 processed -RSAnalysis:: L 1: processing CV group 9 (out of 120) -RSA: CV error for sample group 9 = 6.691e-04 (avg unscaled) -RSA: CV error for sample group 9 = 6.691e-04 (rms unscaled) -RSA: CV error for sample group 9 = 6.691e-04 (max unscaled) -RSAnalysis:: L 1: CV group 9 processed -RSAnalysis:: L 1: processing CV group 10 (out of 120) -RSA: CV error for sample group 10 = 6.760e-03 (avg unscaled) -RSA: CV error for sample group 10 = 6.760e-03 (rms unscaled) -RSA: CV error for sample group 10 = 6.760e-03 (max unscaled) -RSAnalysis:: L 1: CV group 10 processed -RSAnalysis:: L 1: processing CV group 11 (out of 120) -RSA: CV error for sample group 11 = 1.322e-03 (avg unscaled) -RSA: CV error for sample group 11 = 1.322e-03 (rms unscaled) -RSA: CV error for sample group 11 = 1.322e-03 (max unscaled) -RSAnalysis:: L 1: CV group 11 processed -RSAnalysis:: L 1: processing CV group 12 (out of 120) -RSA: CV error for sample group 12 = 4.327e-03 (avg unscaled) -RSA: CV error for sample group 12 = 4.327e-03 (rms unscaled) -RSA: CV error for sample group 12 = 4.327e-03 (max unscaled) -RSAnalysis:: L 1: CV group 12 processed -RSAnalysis:: L 1: processing CV group 13 (out of 120) -RSA: CV error for sample group 13 = 3.813e-03 (avg unscaled) -RSA: CV error for sample group 13 = 3.813e-03 (rms unscaled) -RSA: CV error for sample group 13 = 3.813e-03 (max unscaled) -RSAnalysis:: L 1: CV group 13 processed -RSAnalysis:: L 1: processing CV group 14 (out of 120) -RSA: CV error for sample group 14 = 3.352e-03 (avg unscaled) -RSA: CV error for sample group 14 = 3.352e-03 (rms unscaled) -RSA: CV error for sample group 14 = 3.352e-03 (max unscaled) -RSAnalysis:: L 1: CV group 14 processed -RSAnalysis:: L 1: processing CV group 15 (out of 120) -RSA: CV error for sample group 15 = 6.188e-04 (avg unscaled) -RSA: CV error for sample group 15 = 6.188e-04 (rms unscaled) -RSA: CV error for sample group 15 = 6.188e-04 (max unscaled) -RSAnalysis:: L 1: CV group 15 processed -RSAnalysis:: L 1: processing CV group 16 (out of 120) -RSA: CV error for sample group 16 = 3.438e-03 (avg unscaled) -RSA: CV error for sample group 16 = 3.438e-03 (rms unscaled) -RSA: CV error for sample group 16 = 3.438e-03 (max unscaled) -RSAnalysis:: L 1: CV group 16 processed -RSAnalysis:: L 1: processing CV group 17 (out of 120) -RSA: CV error for sample group 17 = -7.045e-03 (avg unscaled) -RSA: CV error for sample group 17 = 7.045e-03 (rms unscaled) -RSA: CV error for sample group 17 = 7.045e-03 (max unscaled) -RSAnalysis:: L 1: CV group 17 processed -RSAnalysis:: L 1: processing CV group 18 (out of 120) -RSA: CV error for sample group 18 = -6.255e-03 (avg unscaled) -RSA: CV error for sample group 18 = 6.255e-03 (rms unscaled) -RSA: CV error for sample group 18 = 6.255e-03 (max unscaled) -RSAnalysis:: L 1: CV group 18 processed -RSAnalysis:: L 1: processing CV group 19 (out of 120) -RSA: CV error for sample group 19 = 6.135e-04 (avg unscaled) -RSA: CV error for sample group 19 = 6.135e-04 (rms unscaled) -RSA: CV error for sample group 19 = 6.135e-04 (max unscaled) -RSAnalysis:: L 1: CV group 19 processed -RSAnalysis:: L 1: processing CV group 20 (out of 120) -RSA: CV error for sample group 20 = 4.208e-03 (avg unscaled) -RSA: CV error for sample group 20 = 4.208e-03 (rms unscaled) -RSA: CV error for sample group 20 = 4.208e-03 (max unscaled) -RSAnalysis:: L 1: CV group 20 processed -RSAnalysis:: L 1: processing CV group 21 (out of 120) -RSA: CV error for sample group 21 = -3.782e-03 (avg unscaled) -RSA: CV error for sample group 21 = 3.782e-03 (rms unscaled) -RSA: CV error for sample group 21 = 3.782e-03 (max unscaled) -RSAnalysis:: L 1: CV group 21 processed -RSAnalysis:: L 1: processing CV group 22 (out of 120) -RSA: CV error for sample group 22 = -6.297e-03 (avg unscaled) -RSA: CV error for sample group 22 = 6.297e-03 (rms unscaled) -RSA: CV error for sample group 22 = 6.297e-03 (max unscaled) -RSAnalysis:: L 1: CV group 22 processed -RSAnalysis:: L 1: processing CV group 23 (out of 120) -RSA: CV error for sample group 23 = -5.561e-03 (avg unscaled) -RSA: CV error for sample group 23 = 5.561e-03 (rms unscaled) -RSA: CV error for sample group 23 = 5.561e-03 (max unscaled) -RSAnalysis:: L 1: CV group 23 processed -RSAnalysis:: L 1: processing CV group 24 (out of 120) -RSA: CV error for sample group 24 = 6.903e-03 (avg unscaled) -RSA: CV error for sample group 24 = 6.903e-03 (rms unscaled) -RSA: CV error for sample group 24 = 6.903e-03 (max unscaled) -RSAnalysis:: L 1: CV group 24 processed -RSAnalysis:: L 1: processing CV group 25 (out of 120) -RSA: CV error for sample group 25 = -3.670e-04 (avg unscaled) -RSA: CV error for sample group 25 = 3.670e-04 (rms unscaled) -RSA: CV error for sample group 25 = 3.670e-04 (max unscaled) -RSAnalysis:: L 1: CV group 25 processed -RSAnalysis:: L 1: processing CV group 26 (out of 120) -RSA: CV error for sample group 26 = -3.111e-03 (avg unscaled) -RSA: CV error for sample group 26 = 3.111e-03 (rms unscaled) -RSA: CV error for sample group 26 = 3.111e-03 (max unscaled) -RSAnalysis:: L 1: CV group 26 processed -RSAnalysis:: L 1: processing CV group 27 (out of 120) -RSA: CV error for sample group 27 = 1.238e-03 (avg unscaled) -RSA: CV error for sample group 27 = 1.238e-03 (rms unscaled) -RSA: CV error for sample group 27 = 1.238e-03 (max unscaled) -RSAnalysis:: L 1: CV group 27 processed -RSAnalysis:: L 1: processing CV group 28 (out of 120) -RSA: CV error for sample group 28 = 1.317e-03 (avg unscaled) -RSA: CV error for sample group 28 = 1.317e-03 (rms unscaled) -RSA: CV error for sample group 28 = 1.317e-03 (max unscaled) -RSAnalysis:: L 1: CV group 28 processed -RSAnalysis:: L 1: processing CV group 29 (out of 120) -RSA: CV error for sample group 29 = -4.953e-03 (avg unscaled) -RSA: CV error for sample group 29 = 4.953e-03 (rms unscaled) -RSA: CV error for sample group 29 = 4.953e-03 (max unscaled) -RSAnalysis:: L 1: CV group 29 processed -RSAnalysis:: L 1: processing CV group 30 (out of 120) -RSA: CV error for sample group 30 = -1.117e-02 (avg unscaled) -RSA: CV error for sample group 30 = 1.117e-02 (rms unscaled) -RSA: CV error for sample group 30 = 1.117e-02 (max unscaled) -RSAnalysis:: L 1: CV group 30 processed -RSAnalysis:: L 1: processing CV group 31 (out of 120) -RSA: CV error for sample group 31 = -2.080e-03 (avg unscaled) -RSA: CV error for sample group 31 = 2.080e-03 (rms unscaled) -RSA: CV error for sample group 31 = 2.080e-03 (max unscaled) -RSAnalysis:: L 1: CV group 31 processed -RSAnalysis:: L 1: processing CV group 32 (out of 120) -RSA: CV error for sample group 32 = 8.826e-03 (avg unscaled) -RSA: CV error for sample group 32 = 8.826e-03 (rms unscaled) -RSA: CV error for sample group 32 = 8.826e-03 (max unscaled) -RSAnalysis:: L 1: CV group 32 processed -RSAnalysis:: L 1: processing CV group 33 (out of 120) -RSA: CV error for sample group 33 = 1.141e-03 (avg unscaled) -RSA: CV error for sample group 33 = 1.141e-03 (rms unscaled) -RSA: CV error for sample group 33 = 1.141e-03 (max unscaled) -RSAnalysis:: L 1: CV group 33 processed -RSAnalysis:: L 1: processing CV group 34 (out of 120) -RSA: CV error for sample group 34 = -2.923e-03 (avg unscaled) -RSA: CV error for sample group 34 = 2.923e-03 (rms unscaled) -RSA: CV error for sample group 34 = 2.923e-03 (max unscaled) -RSAnalysis:: L 1: CV group 34 processed -RSAnalysis:: L 1: processing CV group 35 (out of 120) -RSA: CV error for sample group 35 = 2.703e-03 (avg unscaled) -RSA: CV error for sample group 35 = 2.703e-03 (rms unscaled) -RSA: CV error for sample group 35 = 2.703e-03 (max unscaled) -RSAnalysis:: L 1: CV group 35 processed -RSAnalysis:: L 1: processing CV group 36 (out of 120) -RSA: CV error for sample group 36 = -2.875e-03 (avg unscaled) -RSA: CV error for sample group 36 = 2.875e-03 (rms unscaled) -RSA: CV error for sample group 36 = 2.875e-03 (max unscaled) -RSAnalysis:: L 1: CV group 36 processed -RSAnalysis:: L 1: processing CV group 37 (out of 120) -RSA: CV error for sample group 37 = -7.111e-03 (avg unscaled) -RSA: CV error for sample group 37 = 7.111e-03 (rms unscaled) -RSA: CV error for sample group 37 = 7.111e-03 (max unscaled) -RSAnalysis:: L 1: CV group 37 processed -RSAnalysis:: L 1: processing CV group 38 (out of 120) -RSA: CV error for sample group 38 = 1.788e-04 (avg unscaled) -RSA: CV error for sample group 38 = 1.788e-04 (rms unscaled) -RSA: CV error for sample group 38 = 1.788e-04 (max unscaled) -RSAnalysis:: L 1: CV group 38 processed -RSAnalysis:: L 1: processing CV group 39 (out of 120) -RSA: CV error for sample group 39 = -3.705e-03 (avg unscaled) -RSA: CV error for sample group 39 = 3.705e-03 (rms unscaled) -RSA: CV error for sample group 39 = 3.705e-03 (max unscaled) -RSAnalysis:: L 1: CV group 39 processed -RSAnalysis:: L 1: processing CV group 40 (out of 120) -RSA: CV error for sample group 40 = -5.019e-03 (avg unscaled) -RSA: CV error for sample group 40 = 5.019e-03 (rms unscaled) -RSA: CV error for sample group 40 = 5.019e-03 (max unscaled) -RSAnalysis:: L 1: CV group 40 processed -RSAnalysis:: L 1: processing CV group 41 (out of 120) -RSA: CV error for sample group 41 = -8.839e-03 (avg unscaled) -RSA: CV error for sample group 41 = 8.839e-03 (rms unscaled) -RSA: CV error for sample group 41 = 8.839e-03 (max unscaled) -RSAnalysis:: L 1: CV group 41 processed -RSAnalysis:: L 1: processing CV group 42 (out of 120) -RSA: CV error for sample group 42 = -8.205e-03 (avg unscaled) -RSA: CV error for sample group 42 = 8.205e-03 (rms unscaled) -RSA: CV error for sample group 42 = 8.205e-03 (max unscaled) -RSAnalysis:: L 1: CV group 42 processed -RSAnalysis:: L 1: processing CV group 43 (out of 120) -RSA: CV error for sample group 43 = -1.169e-02 (avg unscaled) -RSA: CV error for sample group 43 = 1.169e-02 (rms unscaled) -RSA: CV error for sample group 43 = 1.169e-02 (max unscaled) -RSAnalysis:: L 1: CV group 43 processed -RSAnalysis:: L 1: processing CV group 44 (out of 120) -RSA: CV error for sample group 44 = 1.119e-02 (avg unscaled) -RSA: CV error for sample group 44 = 1.119e-02 (rms unscaled) -RSA: CV error for sample group 44 = 1.119e-02 (max unscaled) -RSAnalysis:: L 1: CV group 44 processed -RSAnalysis:: L 1: processing CV group 45 (out of 120) -RSA: CV error for sample group 45 = -2.290e-04 (avg unscaled) -RSA: CV error for sample group 45 = 2.290e-04 (rms unscaled) -RSA: CV error for sample group 45 = 2.290e-04 (max unscaled) -RSAnalysis:: L 1: CV group 45 processed -RSAnalysis:: L 1: processing CV group 46 (out of 120) -RSA: CV error for sample group 46 = -3.378e-03 (avg unscaled) -RSA: CV error for sample group 46 = 3.378e-03 (rms unscaled) -RSA: CV error for sample group 46 = 3.378e-03 (max unscaled) -RSAnalysis:: L 1: CV group 46 processed -RSAnalysis:: L 1: processing CV group 47 (out of 120) -RSA: CV error for sample group 47 = -3.797e-03 (avg unscaled) -RSA: CV error for sample group 47 = 3.797e-03 (rms unscaled) -RSA: CV error for sample group 47 = 3.797e-03 (max unscaled) -RSAnalysis:: L 1: CV group 47 processed -RSAnalysis:: L 1: processing CV group 48 (out of 120) -RSA: CV error for sample group 48 = -1.536e-03 (avg unscaled) -RSA: CV error for sample group 48 = 1.536e-03 (rms unscaled) -RSA: CV error for sample group 48 = 1.536e-03 (max unscaled) -RSAnalysis:: L 1: CV group 48 processed -RSAnalysis:: L 1: processing CV group 49 (out of 120) -RSA: CV error for sample group 49 = 1.330e-02 (avg unscaled) -RSA: CV error for sample group 49 = 1.330e-02 (rms unscaled) -RSA: CV error for sample group 49 = 1.330e-02 (max unscaled) -RSAnalysis:: L 1: CV group 49 processed -RSAnalysis:: L 1: processing CV group 50 (out of 120) -RSA: CV error for sample group 50 = 1.099e-02 (avg unscaled) -RSA: CV error for sample group 50 = 1.099e-02 (rms unscaled) -RSA: CV error for sample group 50 = 1.099e-02 (max unscaled) -RSAnalysis:: L 1: CV group 50 processed -RSAnalysis:: L 1: processing CV group 51 (out of 120) -RSA: CV error for sample group 51 = 2.610e-03 (avg unscaled) -RSA: CV error for sample group 51 = 2.610e-03 (rms unscaled) -RSA: CV error for sample group 51 = 2.610e-03 (max unscaled) -RSAnalysis:: L 1: CV group 51 processed -RSAnalysis:: L 1: processing CV group 52 (out of 120) -RSA: CV error for sample group 52 = -8.538e-03 (avg unscaled) -RSA: CV error for sample group 52 = 8.538e-03 (rms unscaled) -RSA: CV error for sample group 52 = 8.538e-03 (max unscaled) -RSAnalysis:: L 1: CV group 52 processed -RSAnalysis:: L 1: processing CV group 53 (out of 120) -RSA: CV error for sample group 53 = -2.788e-02 (avg unscaled) -RSA: CV error for sample group 53 = 2.788e-02 (rms unscaled) -RSA: CV error for sample group 53 = 2.788e-02 (max unscaled) -RSAnalysis:: L 1: CV group 53 processed -RSAnalysis:: L 1: processing CV group 54 (out of 120) -RSA: CV error for sample group 54 = -4.248e-03 (avg unscaled) -RSA: CV error for sample group 54 = 4.248e-03 (rms unscaled) -RSA: CV error for sample group 54 = 4.248e-03 (max unscaled) -RSAnalysis:: L 1: CV group 54 processed -RSAnalysis:: L 1: processing CV group 55 (out of 120) -RSA: CV error for sample group 55 = 4.857e-03 (avg unscaled) -RSA: CV error for sample group 55 = 4.857e-03 (rms unscaled) -RSA: CV error for sample group 55 = 4.857e-03 (max unscaled) -RSAnalysis:: L 1: CV group 55 processed -RSAnalysis:: L 1: processing CV group 56 (out of 120) -RSA: CV error for sample group 56 = -9.746e-03 (avg unscaled) -RSA: CV error for sample group 56 = 9.746e-03 (rms unscaled) -RSA: CV error for sample group 56 = 9.746e-03 (max unscaled) -RSAnalysis:: L 1: CV group 56 processed -RSAnalysis:: L 1: processing CV group 57 (out of 120) -RSA: CV error for sample group 57 = -5.977e-03 (avg unscaled) -RSA: CV error for sample group 57 = 5.977e-03 (rms unscaled) -RSA: CV error for sample group 57 = 5.977e-03 (max unscaled) -RSAnalysis:: L 1: CV group 57 processed -RSAnalysis:: L 1: processing CV group 58 (out of 120) -RSA: CV error for sample group 58 = -8.508e-04 (avg unscaled) -RSA: CV error for sample group 58 = 8.508e-04 (rms unscaled) -RSA: CV error for sample group 58 = 8.508e-04 (max unscaled) -RSAnalysis:: L 1: CV group 58 processed -RSAnalysis:: L 1: processing CV group 59 (out of 120) -RSA: CV error for sample group 59 = -1.265e-03 (avg unscaled) -RSA: CV error for sample group 59 = 1.265e-03 (rms unscaled) -RSA: CV error for sample group 59 = 1.265e-03 (max unscaled) -RSAnalysis:: L 1: CV group 59 processed -RSAnalysis:: L 1: processing CV group 60 (out of 120) -RSA: CV error for sample group 60 = 8.506e-03 (avg unscaled) -RSA: CV error for sample group 60 = 8.506e-03 (rms unscaled) -RSA: CV error for sample group 60 = 8.506e-03 (max unscaled) -RSAnalysis:: L 1: CV group 60 processed -RSAnalysis:: L 1: processing CV group 61 (out of 120) -RSA: CV error for sample group 61 = -2.242e-03 (avg unscaled) -RSA: CV error for sample group 61 = 2.242e-03 (rms unscaled) -RSA: CV error for sample group 61 = 2.242e-03 (max unscaled) -RSAnalysis:: L 1: CV group 61 processed -RSAnalysis:: L 1: processing CV group 62 (out of 120) -RSA: CV error for sample group 62 = -3.753e-03 (avg unscaled) -RSA: CV error for sample group 62 = 3.753e-03 (rms unscaled) -RSA: CV error for sample group 62 = 3.753e-03 (max unscaled) -RSAnalysis:: L 1: CV group 62 processed -RSAnalysis:: L 1: processing CV group 63 (out of 120) -RSA: CV error for sample group 63 = 1.437e-02 (avg unscaled) -RSA: CV error for sample group 63 = 1.437e-02 (rms unscaled) -RSA: CV error for sample group 63 = 1.437e-02 (max unscaled) -RSAnalysis:: L 1: CV group 63 processed -RSAnalysis:: L 1: processing CV group 64 (out of 120) -RSA: CV error for sample group 64 = 2.763e-04 (avg unscaled) -RSA: CV error for sample group 64 = 2.763e-04 (rms unscaled) -RSA: CV error for sample group 64 = 2.763e-04 (max unscaled) -RSAnalysis:: L 1: CV group 64 processed -RSAnalysis:: L 1: processing CV group 65 (out of 120) -RSA: CV error for sample group 65 = -1.208e-03 (avg unscaled) -RSA: CV error for sample group 65 = 1.208e-03 (rms unscaled) -RSA: CV error for sample group 65 = 1.208e-03 (max unscaled) -RSAnalysis:: L 1: CV group 65 processed -RSAnalysis:: L 1: processing CV group 66 (out of 120) -RSA: CV error for sample group 66 = 4.890e-03 (avg unscaled) -RSA: CV error for sample group 66 = 4.890e-03 (rms unscaled) -RSA: CV error for sample group 66 = 4.890e-03 (max unscaled) -RSAnalysis:: L 1: CV group 66 processed -RSAnalysis:: L 1: processing CV group 67 (out of 120) -RSA: CV error for sample group 67 = 1.145e-02 (avg unscaled) -RSA: CV error for sample group 67 = 1.145e-02 (rms unscaled) -RSA: CV error for sample group 67 = 1.145e-02 (max unscaled) -RSAnalysis:: L 1: CV group 67 processed -RSAnalysis:: L 1: processing CV group 68 (out of 120) -RSA: CV error for sample group 68 = 1.286e-04 (avg unscaled) -RSA: CV error for sample group 68 = 1.286e-04 (rms unscaled) -RSA: CV error for sample group 68 = 1.286e-04 (max unscaled) -RSAnalysis:: L 1: CV group 68 processed -RSAnalysis:: L 1: processing CV group 69 (out of 120) -RSA: CV error for sample group 69 = 2.275e-03 (avg unscaled) -RSA: CV error for sample group 69 = 2.275e-03 (rms unscaled) -RSA: CV error for sample group 69 = 2.275e-03 (max unscaled) -RSAnalysis:: L 1: CV group 69 processed -RSAnalysis:: L 1: processing CV group 70 (out of 120) -RSA: CV error for sample group 70 = 3.971e-03 (avg unscaled) -RSA: CV error for sample group 70 = 3.971e-03 (rms unscaled) -RSA: CV error for sample group 70 = 3.971e-03 (max unscaled) -RSAnalysis:: L 1: CV group 70 processed -RSAnalysis:: L 1: processing CV group 71 (out of 120) -RSA: CV error for sample group 71 = -5.273e-03 (avg unscaled) -RSA: CV error for sample group 71 = 5.273e-03 (rms unscaled) -RSA: CV error for sample group 71 = 5.273e-03 (max unscaled) -RSAnalysis:: L 1: CV group 71 processed -RSAnalysis:: L 1: processing CV group 72 (out of 120) -RSA: CV error for sample group 72 = 1.515e-03 (avg unscaled) -RSA: CV error for sample group 72 = 1.515e-03 (rms unscaled) -RSA: CV error for sample group 72 = 1.515e-03 (max unscaled) -RSAnalysis:: L 1: CV group 72 processed -RSAnalysis:: L 1: processing CV group 73 (out of 120) -RSA: CV error for sample group 73 = 7.171e-03 (avg unscaled) -RSA: CV error for sample group 73 = 7.171e-03 (rms unscaled) -RSA: CV error for sample group 73 = 7.171e-03 (max unscaled) -RSAnalysis:: L 1: CV group 73 processed -RSAnalysis:: L 1: processing CV group 74 (out of 120) -RSA: CV error for sample group 74 = 1.742e-03 (avg unscaled) -RSA: CV error for sample group 74 = 1.742e-03 (rms unscaled) -RSA: CV error for sample group 74 = 1.742e-03 (max unscaled) -RSAnalysis:: L 1: CV group 74 processed -RSAnalysis:: L 1: processing CV group 75 (out of 120) -RSA: CV error for sample group 75 = -5.243e-03 (avg unscaled) -RSA: CV error for sample group 75 = 5.243e-03 (rms unscaled) -RSA: CV error for sample group 75 = 5.243e-03 (max unscaled) -RSAnalysis:: L 1: CV group 75 processed -RSAnalysis:: L 1: processing CV group 76 (out of 120) -RSA: CV error for sample group 76 = -6.229e-03 (avg unscaled) -RSA: CV error for sample group 76 = 6.229e-03 (rms unscaled) -RSA: CV error for sample group 76 = 6.229e-03 (max unscaled) -RSAnalysis:: L 1: CV group 76 processed -RSAnalysis:: L 1: processing CV group 77 (out of 120) -RSA: CV error for sample group 77 = -1.510e-03 (avg unscaled) -RSA: CV error for sample group 77 = 1.510e-03 (rms unscaled) -RSA: CV error for sample group 77 = 1.510e-03 (max unscaled) -RSAnalysis:: L 1: CV group 77 processed -RSAnalysis:: L 1: processing CV group 78 (out of 120) -RSA: CV error for sample group 78 = 4.442e-03 (avg unscaled) -RSA: CV error for sample group 78 = 4.442e-03 (rms unscaled) -RSA: CV error for sample group 78 = 4.442e-03 (max unscaled) -RSAnalysis:: L 1: CV group 78 processed -RSAnalysis:: L 1: processing CV group 79 (out of 120) -RSA: CV error for sample group 79 = 7.653e-03 (avg unscaled) -RSA: CV error for sample group 79 = 7.653e-03 (rms unscaled) -RSA: CV error for sample group 79 = 7.653e-03 (max unscaled) -RSAnalysis:: L 1: CV group 79 processed -RSAnalysis:: L 1: processing CV group 80 (out of 120) -RSA: CV error for sample group 80 = -3.563e-03 (avg unscaled) -RSA: CV error for sample group 80 = 3.563e-03 (rms unscaled) -RSA: CV error for sample group 80 = 3.563e-03 (max unscaled) -RSAnalysis:: L 1: CV group 80 processed -RSAnalysis:: L 1: processing CV group 81 (out of 120) -RSA: CV error for sample group 81 = 3.889e-03 (avg unscaled) -RSA: CV error for sample group 81 = 3.889e-03 (rms unscaled) -RSA: CV error for sample group 81 = 3.889e-03 (max unscaled) -RSAnalysis:: L 1: CV group 81 processed -RSAnalysis:: L 1: processing CV group 82 (out of 120) -RSA: CV error for sample group 82 = -1.311e-03 (avg unscaled) -RSA: CV error for sample group 82 = 1.311e-03 (rms unscaled) -RSA: CV error for sample group 82 = 1.311e-03 (max unscaled) -RSAnalysis:: L 1: CV group 82 processed -RSAnalysis:: L 1: processing CV group 83 (out of 120) -RSA: CV error for sample group 83 = 3.999e-03 (avg unscaled) -RSA: CV error for sample group 83 = 3.999e-03 (rms unscaled) -RSA: CV error for sample group 83 = 3.999e-03 (max unscaled) -RSAnalysis:: L 1: CV group 83 processed -RSAnalysis:: L 1: processing CV group 84 (out of 120) -RSA: CV error for sample group 84 = 2.769e-03 (avg unscaled) -RSA: CV error for sample group 84 = 2.769e-03 (rms unscaled) -RSA: CV error for sample group 84 = 2.769e-03 (max unscaled) -RSAnalysis:: L 1: CV group 84 processed -RSAnalysis:: L 1: processing CV group 85 (out of 120) -RSA: CV error for sample group 85 = 7.073e-03 (avg unscaled) -RSA: CV error for sample group 85 = 7.073e-03 (rms unscaled) -RSA: CV error for sample group 85 = 7.073e-03 (max unscaled) -RSAnalysis:: L 1: CV group 85 processed -RSAnalysis:: L 1: processing CV group 86 (out of 120) -RSA: CV error for sample group 86 = 2.267e-03 (avg unscaled) -RSA: CV error for sample group 86 = 2.267e-03 (rms unscaled) -RSA: CV error for sample group 86 = 2.267e-03 (max unscaled) -RSAnalysis:: L 1: CV group 86 processed -RSAnalysis:: L 1: processing CV group 87 (out of 120) -RSA: CV error for sample group 87 = -1.792e-04 (avg unscaled) -RSA: CV error for sample group 87 = 1.792e-04 (rms unscaled) -RSA: CV error for sample group 87 = 1.792e-04 (max unscaled) -RSAnalysis:: L 1: CV group 87 processed -RSAnalysis:: L 1: processing CV group 88 (out of 120) -RSA: CV error for sample group 88 = -4.894e-03 (avg unscaled) -RSA: CV error for sample group 88 = 4.894e-03 (rms unscaled) -RSA: CV error for sample group 88 = 4.894e-03 (max unscaled) -RSAnalysis:: L 1: CV group 88 processed -RSAnalysis:: L 1: processing CV group 89 (out of 120) -RSA: CV error for sample group 89 = 4.799e-03 (avg unscaled) -RSA: CV error for sample group 89 = 4.799e-03 (rms unscaled) -RSA: CV error for sample group 89 = 4.799e-03 (max unscaled) -RSAnalysis:: L 1: CV group 89 processed -RSAnalysis:: L 1: processing CV group 90 (out of 120) -RSA: CV error for sample group 90 = -2.680e-03 (avg unscaled) -RSA: CV error for sample group 90 = 2.680e-03 (rms unscaled) -RSA: CV error for sample group 90 = 2.680e-03 (max unscaled) -RSAnalysis:: L 1: CV group 90 processed -RSAnalysis:: L 1: processing CV group 91 (out of 120) -RSA: CV error for sample group 91 = -5.500e-03 (avg unscaled) -RSA: CV error for sample group 91 = 5.500e-03 (rms unscaled) -RSA: CV error for sample group 91 = 5.500e-03 (max unscaled) -RSAnalysis:: L 1: CV group 91 processed -RSAnalysis:: L 1: processing CV group 92 (out of 120) -RSA: CV error for sample group 92 = -5.901e-03 (avg unscaled) -RSA: CV error for sample group 92 = 5.901e-03 (rms unscaled) -RSA: CV error for sample group 92 = 5.901e-03 (max unscaled) -RSAnalysis:: L 1: CV group 92 processed -RSAnalysis:: L 1: processing CV group 93 (out of 120) -RSA: CV error for sample group 93 = 6.730e-04 (avg unscaled) -RSA: CV error for sample group 93 = 6.730e-04 (rms unscaled) -RSA: CV error for sample group 93 = 6.730e-04 (max unscaled) -RSAnalysis:: L 1: CV group 93 processed -RSAnalysis:: L 1: processing CV group 94 (out of 120) -RSA: CV error for sample group 94 = -5.006e-03 (avg unscaled) -RSA: CV error for sample group 94 = 5.006e-03 (rms unscaled) -RSA: CV error for sample group 94 = 5.006e-03 (max unscaled) -RSAnalysis:: L 1: CV group 94 processed -RSAnalysis:: L 1: processing CV group 95 (out of 120) -RSA: CV error for sample group 95 = -3.588e-03 (avg unscaled) -RSA: CV error for sample group 95 = 3.588e-03 (rms unscaled) -RSA: CV error for sample group 95 = 3.588e-03 (max unscaled) -RSAnalysis:: L 1: CV group 95 processed -RSAnalysis:: L 1: processing CV group 96 (out of 120) -RSA: CV error for sample group 96 = -1.196e-02 (avg unscaled) -RSA: CV error for sample group 96 = 1.196e-02 (rms unscaled) -RSA: CV error for sample group 96 = 1.196e-02 (max unscaled) -RSAnalysis:: L 1: CV group 96 processed -RSAnalysis:: L 1: processing CV group 97 (out of 120) -RSA: CV error for sample group 97 = -1.593e-03 (avg unscaled) -RSA: CV error for sample group 97 = 1.593e-03 (rms unscaled) -RSA: CV error for sample group 97 = 1.593e-03 (max unscaled) -RSAnalysis:: L 1: CV group 97 processed -RSAnalysis:: L 1: processing CV group 98 (out of 120) -RSA: CV error for sample group 98 = 3.578e-03 (avg unscaled) -RSA: CV error for sample group 98 = 3.578e-03 (rms unscaled) -RSA: CV error for sample group 98 = 3.578e-03 (max unscaled) -RSAnalysis:: L 1: CV group 98 processed -RSAnalysis:: L 1: processing CV group 99 (out of 120) -RSA: CV error for sample group 99 = 3.651e-04 (avg unscaled) -RSA: CV error for sample group 99 = 3.651e-04 (rms unscaled) -RSA: CV error for sample group 99 = 3.651e-04 (max unscaled) -RSAnalysis:: L 1: CV group 99 processed -RSAnalysis:: L 1: processing CV group 100 (out of 120) -RSA: CV error for sample group 100 = 1.441e-02 (avg unscaled) -RSA: CV error for sample group 100 = 1.441e-02 (rms unscaled) -RSA: CV error for sample group 100 = 1.441e-02 (max unscaled) -RSAnalysis:: L 1: CV group 100 processed -RSAnalysis:: L 1: processing CV group 101 (out of 120) -RSA: CV error for sample group 101 = -9.100e-03 (avg unscaled) -RSA: CV error for sample group 101 = 9.100e-03 (rms unscaled) -RSA: CV error for sample group 101 = 9.100e-03 (max unscaled) -RSAnalysis:: L 1: CV group 101 processed -RSAnalysis:: L 1: processing CV group 102 (out of 120) -RSA: CV error for sample group 102 = 5.567e-03 (avg unscaled) -RSA: CV error for sample group 102 = 5.567e-03 (rms unscaled) -RSA: CV error for sample group 102 = 5.567e-03 (max unscaled) -RSAnalysis:: L 1: CV group 102 processed -RSAnalysis:: L 1: processing CV group 103 (out of 120) -RSA: CV error for sample group 103 = 4.476e-03 (avg unscaled) -RSA: CV error for sample group 103 = 4.476e-03 (rms unscaled) -RSA: CV error for sample group 103 = 4.476e-03 (max unscaled) -RSAnalysis:: L 1: CV group 103 processed -RSAnalysis:: L 1: processing CV group 104 (out of 120) -RSA: CV error for sample group 104 = -6.217e-03 (avg unscaled) -RSA: CV error for sample group 104 = 6.217e-03 (rms unscaled) -RSA: CV error for sample group 104 = 6.217e-03 (max unscaled) -RSAnalysis:: L 1: CV group 104 processed -RSAnalysis:: L 1: processing CV group 105 (out of 120) -RSA: CV error for sample group 105 = 1.639e-03 (avg unscaled) -RSA: CV error for sample group 105 = 1.639e-03 (rms unscaled) -RSA: CV error for sample group 105 = 1.639e-03 (max unscaled) -RSAnalysis:: L 1: CV group 105 processed -RSAnalysis:: L 1: processing CV group 106 (out of 120) -RSA: CV error for sample group 106 = -5.120e-03 (avg unscaled) -RSA: CV error for sample group 106 = 5.120e-03 (rms unscaled) -RSA: CV error for sample group 106 = 5.120e-03 (max unscaled) -RSAnalysis:: L 1: CV group 106 processed -RSAnalysis:: L 1: processing CV group 107 (out of 120) -RSA: CV error for sample group 107 = 1.131e-02 (avg unscaled) -RSA: CV error for sample group 107 = 1.131e-02 (rms unscaled) -RSA: CV error for sample group 107 = 1.131e-02 (max unscaled) -RSAnalysis:: L 1: CV group 107 processed -RSAnalysis:: L 1: processing CV group 108 (out of 120) -RSA: CV error for sample group 108 = 5.223e-03 (avg unscaled) -RSA: CV error for sample group 108 = 5.223e-03 (rms unscaled) -RSA: CV error for sample group 108 = 5.223e-03 (max unscaled) -RSAnalysis:: L 1: CV group 108 processed -RSAnalysis:: L 1: processing CV group 109 (out of 120) -RSA: CV error for sample group 109 = 1.558e-03 (avg unscaled) -RSA: CV error for sample group 109 = 1.558e-03 (rms unscaled) -RSA: CV error for sample group 109 = 1.558e-03 (max unscaled) -RSAnalysis:: L 1: CV group 109 processed -RSAnalysis:: L 1: processing CV group 110 (out of 120) -RSA: CV error for sample group 110 = 9.716e-03 (avg unscaled) -RSA: CV error for sample group 110 = 9.716e-03 (rms unscaled) -RSA: CV error for sample group 110 = 9.716e-03 (max unscaled) -RSAnalysis:: L 1: CV group 110 processed -RSAnalysis:: L 1: processing CV group 111 (out of 120) -RSA: CV error for sample group 111 = 1.935e-03 (avg unscaled) -RSA: CV error for sample group 111 = 1.935e-03 (rms unscaled) -RSA: CV error for sample group 111 = 1.935e-03 (max unscaled) -RSAnalysis:: L 1: CV group 111 processed -RSAnalysis:: L 1: processing CV group 112 (out of 120) -RSA: CV error for sample group 112 = 3.007e-03 (avg unscaled) -RSA: CV error for sample group 112 = 3.007e-03 (rms unscaled) -RSA: CV error for sample group 112 = 3.007e-03 (max unscaled) -RSAnalysis:: L 1: CV group 112 processed -RSAnalysis:: L 1: processing CV group 113 (out of 120) -RSA: CV error for sample group 113 = 5.553e-03 (avg unscaled) -RSA: CV error for sample group 113 = 5.553e-03 (rms unscaled) -RSA: CV error for sample group 113 = 5.553e-03 (max unscaled) -RSAnalysis:: L 1: CV group 113 processed -RSAnalysis:: L 1: processing CV group 114 (out of 120) -RSA: CV error for sample group 114 = -6.901e-03 (avg unscaled) -RSA: CV error for sample group 114 = 6.901e-03 (rms unscaled) -RSA: CV error for sample group 114 = 6.901e-03 (max unscaled) -RSAnalysis:: L 1: CV group 114 processed -RSAnalysis:: L 1: processing CV group 115 (out of 120) -RSA: CV error for sample group 115 = 4.050e-03 (avg unscaled) -RSA: CV error for sample group 115 = 4.050e-03 (rms unscaled) -RSA: CV error for sample group 115 = 4.050e-03 (max unscaled) -RSAnalysis:: L 1: CV group 115 processed -RSAnalysis:: L 1: processing CV group 116 (out of 120) -RSA: CV error for sample group 116 = -2.887e-04 (avg unscaled) -RSA: CV error for sample group 116 = 2.887e-04 (rms unscaled) -RSA: CV error for sample group 116 = 2.887e-04 (max unscaled) -RSAnalysis:: L 1: CV group 116 processed -RSAnalysis:: L 1: processing CV group 117 (out of 120) -RSA: CV error for sample group 117 = 7.663e-03 (avg unscaled) -RSA: CV error for sample group 117 = 7.663e-03 (rms unscaled) -RSA: CV error for sample group 117 = 7.663e-03 (max unscaled) -RSAnalysis:: L 1: CV group 117 processed -RSAnalysis:: L 1: processing CV group 118 (out of 120) -RSA: CV error for sample group 118 = -1.179e-02 (avg unscaled) -RSA: CV error for sample group 118 = 1.179e-02 (rms unscaled) -RSA: CV error for sample group 118 = 1.179e-02 (max unscaled) -RSAnalysis:: L 1: CV group 118 processed -RSAnalysis:: L 1: processing CV group 119 (out of 120) -RSA: CV error for sample group 119 = -5.023e-03 (avg unscaled) -RSA: CV error for sample group 119 = 5.023e-03 (rms unscaled) -RSA: CV error for sample group 119 = 5.023e-03 (max unscaled) -RSAnalysis:: L 1: CV group 119 processed -RSAnalysis:: L 1: processing CV group 120 (out of 120) -RSA: CV error for sample group 120 = 2.409e-03 (avg unscaled) -RSA: CV error for sample group 120 = 2.409e-03 (rms unscaled) -RSA: CV error for sample group 120 = 2.409e-03 (max unscaled) -RSAnalysis:: L 1: CV group 120 processed -RSA: first member of sample group 1 = 1 -RSA: CV error for sample group 1 = 6.001e-04 (avg unscaled) -RSA: CV error for sample group 1 = 5.827e-03 (avg scaled) -RSA: CV error for sample group 1 = 6.001e-04 (rms unscaled) -RSA: CV error for sample group 1 = 5.827e-03 (rms scaled) -RSA: CV error for sample group 1 = 6.001e-04 (max unscaled,BASE=1.030e-01) -RSA: CV error for sample group 1 = 5.827e-03 (max scaled,BASE=1.030e-01) -RSA: CV error for sample group 1 = 6.851e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 2 = 2 -RSA: CV error for sample group 2 = -5.617e-03 (avg unscaled) -RSA: CV error for sample group 2 = -6.703e-02 (avg scaled) -RSA: CV error for sample group 2 = 5.617e-03 (rms unscaled) -RSA: CV error for sample group 2 = 6.703e-02 (rms scaled) -RSA: CV error for sample group 2 = 5.617e-03 (max unscaled,BASE=8.380e-02) -RSA: CV error for sample group 2 = 6.703e-02 (max scaled,BASE=8.380e-02) -RSA: CV error for sample group 2 = 6.413e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 3 = 3 -RSA: CV error for sample group 3 = -1.088e-02 (avg unscaled) -RSA: CV error for sample group 3 = -1.633e-01 (avg scaled) -RSA: CV error for sample group 3 = 1.088e-02 (rms unscaled) -RSA: CV error for sample group 3 = 1.633e-01 (rms scaled) -RSA: CV error for sample group 3 = 1.088e-02 (max unscaled,BASE=6.660e-02) -RSA: CV error for sample group 3 = 1.633e-01 (max scaled,BASE=6.660e-02) -RSA: CV error for sample group 3 = 1.242e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 4 = 4 -RSA: CV error for sample group 4 = -6.098e-04 (avg unscaled) -RSA: CV error for sample group 4 = -1.309e-02 (avg scaled) -RSA: CV error for sample group 4 = 6.098e-04 (rms unscaled) -RSA: CV error for sample group 4 = 1.309e-02 (rms scaled) -RSA: CV error for sample group 4 = 6.098e-04 (max unscaled,BASE=4.660e-02) -RSA: CV error for sample group 4 = 1.309e-02 (max scaled,BASE=4.660e-02) -RSA: CV error for sample group 4 = 6.962e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 5 = 5 -RSA: CV error for sample group 5 = -1.144e-02 (avg unscaled) -RSA: CV error for sample group 5 = -2.022e-01 (avg scaled) -RSA: CV error for sample group 5 = 1.144e-02 (rms unscaled) -RSA: CV error for sample group 5 = 2.022e-01 (rms scaled) -RSA: CV error for sample group 5 = 1.144e-02 (max unscaled,BASE=5.660e-02) -RSA: CV error for sample group 5 = 2.022e-01 (max scaled,BASE=5.660e-02) -RSA: CV error for sample group 5 = 1.306e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 6 = 6 -RSA: CV error for sample group 6 = 1.808e-03 (avg unscaled) -RSA: CV error for sample group 6 = 2.834e-02 (avg scaled) -RSA: CV error for sample group 6 = 1.808e-03 (rms unscaled) -RSA: CV error for sample group 6 = 2.834e-02 (rms scaled) -RSA: CV error for sample group 6 = 1.808e-03 (max unscaled,BASE=6.380e-02) -RSA: CV error for sample group 6 = 2.834e-02 (max scaled,BASE=6.380e-02) -RSA: CV error for sample group 6 = 2.064e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 7 = 7 -RSA: CV error for sample group 7 = 1.843e-02 (avg unscaled) -RSA: CV error for sample group 7 = 2.321e-01 (avg scaled) -RSA: CV error for sample group 7 = 1.843e-02 (rms unscaled) -RSA: CV error for sample group 7 = 2.321e-01 (rms scaled) -RSA: CV error for sample group 7 = 1.843e-02 (max unscaled,BASE=7.940e-02) -RSA: CV error for sample group 7 = 2.321e-01 (max scaled,BASE=7.940e-02) -RSA: CV error for sample group 7 = 2.104e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 8 = 8 -RSA: CV error for sample group 8 = 6.530e-03 (avg unscaled) -RSA: CV error for sample group 8 = 9.747e-02 (avg scaled) -RSA: CV error for sample group 8 = 6.530e-03 (rms unscaled) -RSA: CV error for sample group 8 = 9.747e-02 (rms scaled) -RSA: CV error for sample group 8 = 6.530e-03 (max unscaled,BASE=6.700e-02) -RSA: CV error for sample group 8 = 9.747e-02 (max scaled,BASE=6.700e-02) -RSA: CV error for sample group 8 = 7.455e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 9 = 9 -RSA: CV error for sample group 9 = 6.691e-04 (avg unscaled) -RSA: CV error for sample group 9 = 1.648e-02 (avg scaled) -RSA: CV error for sample group 9 = 6.691e-04 (rms unscaled) -RSA: CV error for sample group 9 = 1.648e-02 (rms scaled) -RSA: CV error for sample group 9 = 6.691e-04 (max unscaled,BASE=4.060e-02) -RSA: CV error for sample group 9 = 1.648e-02 (max scaled,BASE=4.060e-02) -RSA: CV error for sample group 9 = 7.638e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 10 = 10 -RSA: CV error for sample group 10 = 6.760e-03 (avg unscaled) -RSA: CV error for sample group 10 = 9.111e-02 (avg scaled) -RSA: CV error for sample group 10 = 6.760e-03 (rms unscaled) -RSA: CV error for sample group 10 = 9.111e-02 (rms scaled) -RSA: CV error for sample group 10 = 6.760e-03 (max unscaled,BASE=7.420e-02) -RSA: CV error for sample group 10 = 9.111e-02 (max scaled,BASE=7.420e-02) -RSA: CV error for sample group 10 = 7.717e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 11 = 11 -RSA: CV error for sample group 11 = 1.322e-03 (avg unscaled) -RSA: CV error for sample group 11 = 2.837e-02 (avg scaled) -RSA: CV error for sample group 11 = 1.322e-03 (rms unscaled) -RSA: CV error for sample group 11 = 2.837e-02 (rms scaled) -RSA: CV error for sample group 11 = 1.322e-03 (max unscaled,BASE=4.660e-02) -RSA: CV error for sample group 11 = 2.837e-02 (max scaled,BASE=4.660e-02) -RSA: CV error for sample group 11 = 1.509e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 12 = 12 -RSA: CV error for sample group 12 = 4.327e-03 (avg unscaled) -RSA: CV error for sample group 12 = 9.702e-02 (avg scaled) -RSA: CV error for sample group 12 = 4.327e-03 (rms unscaled) -RSA: CV error for sample group 12 = 9.702e-02 (rms scaled) -RSA: CV error for sample group 12 = 4.327e-03 (max unscaled,BASE=4.460e-02) -RSA: CV error for sample group 12 = 9.702e-02 (max scaled,BASE=4.460e-02) -RSA: CV error for sample group 12 = 4.939e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 13 = 13 -RSA: CV error for sample group 13 = 3.813e-03 (avg unscaled) -RSA: CV error for sample group 13 = 5.691e-02 (avg scaled) -RSA: CV error for sample group 13 = 3.813e-03 (rms unscaled) -RSA: CV error for sample group 13 = 5.691e-02 (rms scaled) -RSA: CV error for sample group 13 = 3.813e-03 (max unscaled,BASE=6.700e-02) -RSA: CV error for sample group 13 = 5.691e-02 (max scaled,BASE=6.700e-02) -RSA: CV error for sample group 13 = 4.353e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 14 = 14 -RSA: CV error for sample group 14 = 3.352e-03 (avg unscaled) -RSA: CV error for sample group 14 = 5.643e-02 (avg scaled) -RSA: CV error for sample group 14 = 3.352e-03 (rms unscaled) -RSA: CV error for sample group 14 = 5.643e-02 (rms scaled) -RSA: CV error for sample group 14 = 3.352e-03 (max unscaled,BASE=5.940e-02) -RSA: CV error for sample group 14 = 5.643e-02 (max scaled,BASE=5.940e-02) -RSA: CV error for sample group 14 = 3.826e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 15 = 15 -RSA: CV error for sample group 15 = 6.188e-04 (avg unscaled) -RSA: CV error for sample group 15 = 8.814e-03 (avg scaled) -RSA: CV error for sample group 15 = 6.188e-04 (rms unscaled) -RSA: CV error for sample group 15 = 8.814e-03 (rms scaled) -RSA: CV error for sample group 15 = 6.188e-04 (max unscaled,BASE=7.020e-02) -RSA: CV error for sample group 15 = 8.814e-03 (max scaled,BASE=7.020e-02) -RSA: CV error for sample group 15 = 7.064e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 16 = 16 -RSA: CV error for sample group 16 = 3.438e-03 (avg unscaled) -RSA: CV error for sample group 16 = 7.573e-02 (avg scaled) -RSA: CV error for sample group 16 = 3.438e-03 (rms unscaled) -RSA: CV error for sample group 16 = 7.573e-02 (rms scaled) -RSA: CV error for sample group 16 = 3.438e-03 (max unscaled,BASE=4.540e-02) -RSA: CV error for sample group 16 = 7.573e-02 (max scaled,BASE=4.540e-02) -RSA: CV error for sample group 16 = 3.925e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 17 = 17 -RSA: CV error for sample group 17 = -7.045e-03 (avg unscaled) -RSA: CV error for sample group 17 = -9.704e-02 (avg scaled) -RSA: CV error for sample group 17 = 7.045e-03 (rms unscaled) -RSA: CV error for sample group 17 = 9.704e-02 (rms scaled) -RSA: CV error for sample group 17 = 7.045e-03 (max unscaled,BASE=7.260e-02) -RSA: CV error for sample group 17 = 9.704e-02 (max scaled,BASE=7.260e-02) -RSA: CV error for sample group 17 = 8.042e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 18 = 18 -RSA: CV error for sample group 18 = -6.255e-03 (avg unscaled) -RSA: CV error for sample group 18 = -1.121e-01 (avg scaled) -RSA: CV error for sample group 18 = 6.255e-03 (rms unscaled) -RSA: CV error for sample group 18 = 1.121e-01 (rms scaled) -RSA: CV error for sample group 18 = 6.255e-03 (max unscaled,BASE=5.580e-02) -RSA: CV error for sample group 18 = 1.121e-01 (max scaled,BASE=5.580e-02) -RSA: CV error for sample group 18 = 7.140e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 19 = 19 -RSA: CV error for sample group 19 = 6.135e-04 (avg unscaled) -RSA: CV error for sample group 19 = 9.048e-03 (avg scaled) -RSA: CV error for sample group 19 = 6.135e-04 (rms unscaled) -RSA: CV error for sample group 19 = 9.048e-03 (rms scaled) -RSA: CV error for sample group 19 = 6.135e-04 (max unscaled,BASE=6.780e-02) -RSA: CV error for sample group 19 = 9.048e-03 (max scaled,BASE=6.780e-02) -RSA: CV error for sample group 19 = 7.003e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 20 = 20 -RSA: CV error for sample group 20 = 4.208e-03 (avg unscaled) -RSA: CV error for sample group 20 = 5.300e-02 (avg scaled) -RSA: CV error for sample group 20 = 4.208e-03 (rms unscaled) -RSA: CV error for sample group 20 = 5.300e-02 (rms scaled) -RSA: CV error for sample group 20 = 4.208e-03 (max unscaled,BASE=7.940e-02) -RSA: CV error for sample group 20 = 5.300e-02 (max scaled,BASE=7.940e-02) -RSA: CV error for sample group 20 = 4.804e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 21 = 21 -RSA: CV error for sample group 21 = -3.782e-03 (avg unscaled) -RSA: CV error for sample group 21 = -7.474e-02 (avg scaled) -RSA: CV error for sample group 21 = 3.782e-03 (rms unscaled) -RSA: CV error for sample group 21 = 7.474e-02 (rms scaled) -RSA: CV error for sample group 21 = 3.782e-03 (max unscaled,BASE=5.060e-02) -RSA: CV error for sample group 21 = 7.474e-02 (max scaled,BASE=5.060e-02) -RSA: CV error for sample group 21 = 4.317e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 22 = 22 -RSA: CV error for sample group 22 = -6.297e-03 (avg unscaled) -RSA: CV error for sample group 22 = -7.107e-02 (avg scaled) -RSA: CV error for sample group 22 = 6.297e-03 (rms unscaled) -RSA: CV error for sample group 22 = 7.107e-02 (rms scaled) -RSA: CV error for sample group 22 = 6.297e-03 (max unscaled,BASE=8.860e-02) -RSA: CV error for sample group 22 = 7.107e-02 (max scaled,BASE=8.860e-02) -RSA: CV error for sample group 22 = 7.189e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 23 = 23 -RSA: CV error for sample group 23 = -5.561e-03 (avg unscaled) -RSA: CV error for sample group 23 = -6.699e-02 (avg scaled) -RSA: CV error for sample group 23 = 5.561e-03 (rms unscaled) -RSA: CV error for sample group 23 = 6.699e-02 (rms scaled) -RSA: CV error for sample group 23 = 5.561e-03 (max unscaled,BASE=8.300e-02) -RSA: CV error for sample group 23 = 6.699e-02 (max scaled,BASE=8.300e-02) -RSA: CV error for sample group 23 = 6.348e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 24 = 24 -RSA: CV error for sample group 24 = 6.903e-03 (avg unscaled) -RSA: CV error for sample group 24 = 1.469e-01 (avg scaled) -RSA: CV error for sample group 24 = 6.903e-03 (rms unscaled) -RSA: CV error for sample group 24 = 1.469e-01 (rms scaled) -RSA: CV error for sample group 24 = 6.903e-03 (max unscaled,BASE=4.700e-02) -RSA: CV error for sample group 24 = 1.469e-01 (max scaled,BASE=4.700e-02) -RSA: CV error for sample group 24 = 7.880e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 25 = 25 -RSA: CV error for sample group 25 = -3.670e-04 (avg unscaled) -RSA: CV error for sample group 25 = -4.842e-03 (avg scaled) -RSA: CV error for sample group 25 = 3.670e-04 (rms unscaled) -RSA: CV error for sample group 25 = 4.842e-03 (rms scaled) -RSA: CV error for sample group 25 = 3.670e-04 (max unscaled,BASE=7.580e-02) -RSA: CV error for sample group 25 = 4.842e-03 (max scaled,BASE=7.580e-02) -RSA: CV error for sample group 25 = 4.190e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 26 = 26 -RSA: CV error for sample group 26 = -3.111e-03 (avg unscaled) -RSA: CV error for sample group 26 = -3.677e-02 (avg scaled) -RSA: CV error for sample group 26 = 3.111e-03 (rms unscaled) -RSA: CV error for sample group 26 = 3.677e-02 (rms scaled) -RSA: CV error for sample group 26 = 3.111e-03 (max unscaled,BASE=8.460e-02) -RSA: CV error for sample group 26 = 3.677e-02 (max scaled,BASE=8.460e-02) -RSA: CV error for sample group 26 = 3.551e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 27 = 27 -RSA: CV error for sample group 27 = 1.238e-03 (avg unscaled) -RSA: CV error for sample group 27 = 1.917e-02 (avg scaled) -RSA: CV error for sample group 27 = 1.238e-03 (rms unscaled) -RSA: CV error for sample group 27 = 1.917e-02 (rms scaled) -RSA: CV error for sample group 27 = 1.238e-03 (max unscaled,BASE=6.460e-02) -RSA: CV error for sample group 27 = 1.917e-02 (max scaled,BASE=6.460e-02) -RSA: CV error for sample group 27 = 1.413e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 28 = 28 -RSA: CV error for sample group 28 = 1.317e-03 (avg unscaled) -RSA: CV error for sample group 28 = 3.483e-02 (avg scaled) -RSA: CV error for sample group 28 = 1.317e-03 (rms unscaled) -RSA: CV error for sample group 28 = 3.483e-02 (rms scaled) -RSA: CV error for sample group 28 = 1.317e-03 (max unscaled,BASE=3.780e-02) -RSA: CV error for sample group 28 = 3.483e-02 (max scaled,BASE=3.780e-02) -RSA: CV error for sample group 28 = 1.503e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 29 = 29 -RSA: CV error for sample group 29 = -4.953e-03 (avg unscaled) -RSA: CV error for sample group 29 = -7.812e-02 (avg scaled) -RSA: CV error for sample group 29 = 4.953e-03 (rms unscaled) -RSA: CV error for sample group 29 = 7.812e-02 (rms scaled) -RSA: CV error for sample group 29 = 4.953e-03 (max unscaled,BASE=6.340e-02) -RSA: CV error for sample group 29 = 7.812e-02 (max scaled,BASE=6.340e-02) -RSA: CV error for sample group 29 = 5.654e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 30 = 30 -RSA: CV error for sample group 30 = -1.117e-02 (avg unscaled) -RSA: CV error for sample group 30 = -1.807e-01 (avg scaled) -RSA: CV error for sample group 30 = 1.117e-02 (rms unscaled) -RSA: CV error for sample group 30 = 1.807e-01 (rms scaled) -RSA: CV error for sample group 30 = 1.117e-02 (max unscaled,BASE=6.180e-02) -RSA: CV error for sample group 30 = 1.807e-01 (max scaled,BASE=6.180e-02) -RSA: CV error for sample group 30 = 1.275e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 31 = 31 -RSA: CV error for sample group 31 = -2.080e-03 (avg unscaled) -RSA: CV error for sample group 31 = -2.347e-02 (avg scaled) -RSA: CV error for sample group 31 = 2.080e-03 (rms unscaled) -RSA: CV error for sample group 31 = 2.347e-02 (rms scaled) -RSA: CV error for sample group 31 = 2.080e-03 (max unscaled,BASE=8.860e-02) -RSA: CV error for sample group 31 = 2.347e-02 (max scaled,BASE=8.860e-02) -RSA: CV error for sample group 31 = 2.374e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 32 = 32 -RSA: CV error for sample group 32 = 8.826e-03 (avg unscaled) -RSA: CV error for sample group 32 = 1.341e-01 (avg scaled) -RSA: CV error for sample group 32 = 8.826e-03 (rms unscaled) -RSA: CV error for sample group 32 = 1.341e-01 (rms scaled) -RSA: CV error for sample group 32 = 8.826e-03 (max unscaled,BASE=6.580e-02) -RSA: CV error for sample group 32 = 1.341e-01 (max scaled,BASE=6.580e-02) -RSA: CV error for sample group 32 = 1.008e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 33 = 33 -RSA: CV error for sample group 33 = 1.141e-03 (avg unscaled) -RSA: CV error for sample group 33 = 1.683e-02 (avg scaled) -RSA: CV error for sample group 33 = 1.141e-03 (rms unscaled) -RSA: CV error for sample group 33 = 1.683e-02 (rms scaled) -RSA: CV error for sample group 33 = 1.141e-03 (max unscaled,BASE=6.780e-02) -RSA: CV error for sample group 33 = 1.683e-02 (max scaled,BASE=6.780e-02) -RSA: CV error for sample group 33 = 1.303e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 34 = 34 -RSA: CV error for sample group 34 = -2.923e-03 (avg unscaled) -RSA: CV error for sample group 34 = -3.961e-02 (avg scaled) -RSA: CV error for sample group 34 = 2.923e-03 (rms unscaled) -RSA: CV error for sample group 34 = 3.961e-02 (rms scaled) -RSA: CV error for sample group 34 = 2.923e-03 (max unscaled,BASE=7.380e-02) -RSA: CV error for sample group 34 = 3.961e-02 (max scaled,BASE=7.380e-02) -RSA: CV error for sample group 34 = 3.337e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 35 = 35 -RSA: CV error for sample group 35 = 2.703e-03 (avg unscaled) -RSA: CV error for sample group 35 = 3.370e-02 (avg scaled) -RSA: CV error for sample group 35 = 2.703e-03 (rms unscaled) -RSA: CV error for sample group 35 = 3.370e-02 (rms scaled) -RSA: CV error for sample group 35 = 2.703e-03 (max unscaled,BASE=8.020e-02) -RSA: CV error for sample group 35 = 3.370e-02 (max scaled,BASE=8.020e-02) -RSA: CV error for sample group 35 = 3.085e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 36 = 36 -RSA: CV error for sample group 36 = -2.875e-03 (avg unscaled) -RSA: CV error for sample group 36 = -3.497e-02 (avg scaled) -RSA: CV error for sample group 36 = 2.875e-03 (rms unscaled) -RSA: CV error for sample group 36 = 3.497e-02 (rms scaled) -RSA: CV error for sample group 36 = 2.875e-03 (max unscaled,BASE=8.220e-02) -RSA: CV error for sample group 36 = 3.497e-02 (max scaled,BASE=8.220e-02) -RSA: CV error for sample group 36 = 3.282e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 37 = 37 -RSA: CV error for sample group 37 = -7.111e-03 (avg unscaled) -RSA: CV error for sample group 37 = -8.446e-02 (avg scaled) -RSA: CV error for sample group 37 = 7.111e-03 (rms unscaled) -RSA: CV error for sample group 37 = 8.446e-02 (rms scaled) -RSA: CV error for sample group 37 = 7.111e-03 (max unscaled,BASE=8.420e-02) -RSA: CV error for sample group 37 = 8.446e-02 (max scaled,BASE=8.420e-02) -RSA: CV error for sample group 37 = 8.118e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 38 = 38 -RSA: CV error for sample group 38 = 1.788e-04 (avg unscaled) -RSA: CV error for sample group 38 = 2.252e-03 (avg scaled) -RSA: CV error for sample group 38 = 1.788e-04 (rms unscaled) -RSA: CV error for sample group 38 = 2.252e-03 (rms scaled) -RSA: CV error for sample group 38 = 1.788e-04 (max unscaled,BASE=7.940e-02) -RSA: CV error for sample group 38 = 2.252e-03 (max scaled,BASE=7.940e-02) -RSA: CV error for sample group 38 = 2.042e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 39 = 39 -RSA: CV error for sample group 39 = -3.705e-03 (avg unscaled) -RSA: CV error for sample group 39 = -9.599e-02 (avg scaled) -RSA: CV error for sample group 39 = 3.705e-03 (rms unscaled) -RSA: CV error for sample group 39 = 9.599e-02 (rms scaled) -RSA: CV error for sample group 39 = 3.705e-03 (max unscaled,BASE=3.860e-02) -RSA: CV error for sample group 39 = 9.599e-02 (max scaled,BASE=3.860e-02) -RSA: CV error for sample group 39 = 4.230e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 40 = 40 -RSA: CV error for sample group 40 = -5.019e-03 (avg unscaled) -RSA: CV error for sample group 40 = -6.876e-02 (avg scaled) -RSA: CV error for sample group 40 = 5.019e-03 (rms unscaled) -RSA: CV error for sample group 40 = 6.876e-02 (rms scaled) -RSA: CV error for sample group 40 = 5.019e-03 (max unscaled,BASE=7.300e-02) -RSA: CV error for sample group 40 = 6.876e-02 (max scaled,BASE=7.300e-02) -RSA: CV error for sample group 40 = 5.730e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 41 = 41 -RSA: CV error for sample group 41 = -8.839e-03 (avg unscaled) -RSA: CV error for sample group 41 = -1.011e-01 (avg scaled) -RSA: CV error for sample group 41 = 8.839e-03 (rms unscaled) -RSA: CV error for sample group 41 = 1.011e-01 (rms scaled) -RSA: CV error for sample group 41 = 8.839e-03 (max unscaled,BASE=8.740e-02) -RSA: CV error for sample group 41 = 1.011e-01 (max scaled,BASE=8.740e-02) -RSA: CV error for sample group 41 = 1.009e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 42 = 42 -RSA: CV error for sample group 42 = -8.205e-03 (avg unscaled) -RSA: CV error for sample group 42 = -6.715e-02 (avg scaled) -RSA: CV error for sample group 42 = 8.205e-03 (rms unscaled) -RSA: CV error for sample group 42 = 6.715e-02 (rms scaled) -RSA: CV error for sample group 42 = 8.205e-03 (max unscaled,BASE=1.222e-01) -RSA: CV error for sample group 42 = 6.715e-02 (max scaled,BASE=1.222e-01) -RSA: CV error for sample group 42 = 9.367e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 43 = 43 -RSA: CV error for sample group 43 = -1.169e-02 (avg unscaled) -RSA: CV error for sample group 43 = -1.363e-01 (avg scaled) -RSA: CV error for sample group 43 = 1.169e-02 (rms unscaled) -RSA: CV error for sample group 43 = 1.363e-01 (rms scaled) -RSA: CV error for sample group 43 = 1.169e-02 (max unscaled,BASE=8.580e-02) -RSA: CV error for sample group 43 = 1.363e-01 (max scaled,BASE=8.580e-02) -RSA: CV error for sample group 43 = 1.335e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 44 = 44 -RSA: CV error for sample group 44 = 1.119e-02 (avg unscaled) -RSA: CV error for sample group 44 = 1.732e-01 (avg scaled) -RSA: CV error for sample group 44 = 1.119e-02 (rms unscaled) -RSA: CV error for sample group 44 = 1.732e-01 (rms scaled) -RSA: CV error for sample group 44 = 1.119e-02 (max unscaled,BASE=6.460e-02) -RSA: CV error for sample group 44 = 1.732e-01 (max scaled,BASE=6.460e-02) -RSA: CV error for sample group 44 = 1.278e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 45 = 45 -RSA: CV error for sample group 45 = -2.290e-04 (avg unscaled) -RSA: CV error for sample group 45 = -5.278e-03 (avg scaled) -RSA: CV error for sample group 45 = 2.290e-04 (rms unscaled) -RSA: CV error for sample group 45 = 5.278e-03 (rms scaled) -RSA: CV error for sample group 45 = 2.290e-04 (max unscaled,BASE=4.340e-02) -RSA: CV error for sample group 45 = 5.278e-03 (max scaled,BASE=4.340e-02) -RSA: CV error for sample group 45 = 2.615e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 46 = 46 -RSA: CV error for sample group 46 = -3.378e-03 (avg unscaled) -RSA: CV error for sample group 46 = -5.844e-02 (avg scaled) -RSA: CV error for sample group 46 = 3.378e-03 (rms unscaled) -RSA: CV error for sample group 46 = 5.844e-02 (rms scaled) -RSA: CV error for sample group 46 = 3.378e-03 (max unscaled,BASE=5.780e-02) -RSA: CV error for sample group 46 = 5.844e-02 (max scaled,BASE=5.780e-02) -RSA: CV error for sample group 46 = 3.856e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 47 = 47 -RSA: CV error for sample group 47 = -3.797e-03 (avg unscaled) -RSA: CV error for sample group 47 = -5.633e-02 (avg scaled) -RSA: CV error for sample group 47 = 3.797e-03 (rms unscaled) -RSA: CV error for sample group 47 = 5.633e-02 (rms scaled) -RSA: CV error for sample group 47 = 3.797e-03 (max unscaled,BASE=6.740e-02) -RSA: CV error for sample group 47 = 5.633e-02 (max scaled,BASE=6.740e-02) -RSA: CV error for sample group 47 = 4.334e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 48 = 48 -RSA: CV error for sample group 48 = -1.536e-03 (avg unscaled) -RSA: CV error for sample group 48 = -2.877e-02 (avg scaled) -RSA: CV error for sample group 48 = 1.536e-03 (rms unscaled) -RSA: CV error for sample group 48 = 2.877e-02 (rms scaled) -RSA: CV error for sample group 48 = 1.536e-03 (max unscaled,BASE=5.340e-02) -RSA: CV error for sample group 48 = 2.877e-02 (max scaled,BASE=5.340e-02) -RSA: CV error for sample group 48 = 1.754e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 49 = 49 -RSA: CV error for sample group 49 = 1.330e-02 (avg unscaled) -RSA: CV error for sample group 49 = 1.475e-01 (avg scaled) -RSA: CV error for sample group 49 = 1.330e-02 (rms unscaled) -RSA: CV error for sample group 49 = 1.475e-01 (rms scaled) -RSA: CV error for sample group 49 = 1.330e-02 (max unscaled,BASE=9.020e-02) -RSA: CV error for sample group 49 = 1.475e-01 (max scaled,BASE=9.020e-02) -RSA: CV error for sample group 49 = 1.518e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 50 = 50 -RSA: CV error for sample group 50 = 1.099e-02 (avg unscaled) -RSA: CV error for sample group 50 = 1.837e-01 (avg scaled) -RSA: CV error for sample group 50 = 1.099e-02 (rms unscaled) -RSA: CV error for sample group 50 = 1.837e-01 (rms scaled) -RSA: CV error for sample group 50 = 1.099e-02 (max unscaled,BASE=5.980e-02) -RSA: CV error for sample group 50 = 1.837e-01 (max scaled,BASE=5.980e-02) -RSA: CV error for sample group 50 = 1.254e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 51 = 51 -RSA: CV error for sample group 51 = 2.610e-03 (avg unscaled) -RSA: CV error for sample group 51 = 2.193e-02 (avg scaled) -RSA: CV error for sample group 51 = 2.610e-03 (rms unscaled) -RSA: CV error for sample group 51 = 2.193e-02 (rms scaled) -RSA: CV error for sample group 51 = 2.610e-03 (max unscaled,BASE=1.190e-01) -RSA: CV error for sample group 51 = 2.193e-02 (max scaled,BASE=1.190e-01) -RSA: CV error for sample group 51 = 2.979e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 52 = 52 -RSA: CV error for sample group 52 = -8.538e-03 (avg unscaled) -RSA: CV error for sample group 52 = -8.162e-02 (avg scaled) -RSA: CV error for sample group 52 = 8.538e-03 (rms unscaled) -RSA: CV error for sample group 52 = 8.162e-02 (rms scaled) -RSA: CV error for sample group 52 = 8.538e-03 (max unscaled,BASE=1.046e-01) -RSA: CV error for sample group 52 = 8.162e-02 (max scaled,BASE=1.046e-01) -RSA: CV error for sample group 52 = 9.746e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 53 = 53 -RSA: CV error for sample group 53 = -2.788e-02 (avg unscaled) -RSA: CV error for sample group 53 = -2.646e-01 (avg scaled) -RSA: CV error for sample group 53 = 2.788e-02 (rms unscaled) -RSA: CV error for sample group 53 = 2.646e-01 (rms scaled) -RSA: CV error for sample group 53 = 2.788e-02 (max unscaled,BASE=1.054e-01) -RSA: CV error for sample group 53 = 2.646e-01 (max scaled,BASE=1.054e-01) -RSA: CV error for sample group 53 = 3.183e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 54 = 54 -RSA: CV error for sample group 54 = -4.248e-03 (avg unscaled) -RSA: CV error for sample group 54 = -6.086e-02 (avg scaled) -RSA: CV error for sample group 54 = 4.248e-03 (rms unscaled) -RSA: CV error for sample group 54 = 6.086e-02 (rms scaled) -RSA: CV error for sample group 54 = 4.248e-03 (max unscaled,BASE=6.980e-02) -RSA: CV error for sample group 54 = 6.086e-02 (max scaled,BASE=6.980e-02) -RSA: CV error for sample group 54 = 4.849e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 55 = 55 -RSA: CV error for sample group 55 = 4.857e-03 (avg unscaled) -RSA: CV error for sample group 55 = 5.823e-02 (avg scaled) -RSA: CV error for sample group 55 = 4.857e-03 (rms unscaled) -RSA: CV error for sample group 55 = 5.823e-02 (rms scaled) -RSA: CV error for sample group 55 = 4.857e-03 (max unscaled,BASE=8.340e-02) -RSA: CV error for sample group 55 = 5.823e-02 (max scaled,BASE=8.340e-02) -RSA: CV error for sample group 55 = 5.544e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 56 = 56 -RSA: CV error for sample group 56 = -9.746e-03 (avg unscaled) -RSA: CV error for sample group 56 = -1.481e-01 (avg scaled) -RSA: CV error for sample group 56 = 9.746e-03 (rms unscaled) -RSA: CV error for sample group 56 = 1.481e-01 (rms scaled) -RSA: CV error for sample group 56 = 9.746e-03 (max unscaled,BASE=6.580e-02) -RSA: CV error for sample group 56 = 1.481e-01 (max scaled,BASE=6.580e-02) -RSA: CV error for sample group 56 = 1.113e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 57 = 57 -RSA: CV error for sample group 57 = -5.977e-03 (avg unscaled) -RSA: CV error for sample group 57 = -9.310e-02 (avg scaled) -RSA: CV error for sample group 57 = 5.977e-03 (rms unscaled) -RSA: CV error for sample group 57 = 9.310e-02 (rms scaled) -RSA: CV error for sample group 57 = 5.977e-03 (max unscaled,BASE=6.420e-02) -RSA: CV error for sample group 57 = 9.310e-02 (max scaled,BASE=6.420e-02) -RSA: CV error for sample group 57 = 6.823e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 58 = 58 -RSA: CV error for sample group 58 = -8.508e-04 (avg unscaled) -RSA: CV error for sample group 58 = -1.404e-02 (avg scaled) -RSA: CV error for sample group 58 = 8.508e-04 (rms unscaled) -RSA: CV error for sample group 58 = 1.404e-02 (rms scaled) -RSA: CV error for sample group 58 = 8.508e-04 (max unscaled,BASE=6.060e-02) -RSA: CV error for sample group 58 = 1.404e-02 (max scaled,BASE=6.060e-02) -RSA: CV error for sample group 58 = 9.712e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 59 = 59 -RSA: CV error for sample group 59 = -1.265e-03 (avg unscaled) -RSA: CV error for sample group 59 = -2.715e-02 (avg scaled) -RSA: CV error for sample group 59 = 1.265e-03 (rms unscaled) -RSA: CV error for sample group 59 = 2.715e-02 (rms scaled) -RSA: CV error for sample group 59 = 1.265e-03 (max unscaled,BASE=4.660e-02) -RSA: CV error for sample group 59 = 2.715e-02 (max scaled,BASE=4.660e-02) -RSA: CV error for sample group 59 = 1.444e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 60 = 60 -RSA: CV error for sample group 60 = 8.506e-03 (avg unscaled) -RSA: CV error for sample group 60 = 2.181e-01 (avg scaled) -RSA: CV error for sample group 60 = 8.506e-03 (rms unscaled) -RSA: CV error for sample group 60 = 2.181e-01 (rms scaled) -RSA: CV error for sample group 60 = 8.506e-03 (max unscaled,BASE=3.900e-02) -RSA: CV error for sample group 60 = 2.181e-01 (max scaled,BASE=3.900e-02) -RSA: CV error for sample group 60 = 9.710e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 61 = 61 -RSA: CV error for sample group 61 = -2.242e-03 (avg unscaled) -RSA: CV error for sample group 61 = -2.927e-02 (avg scaled) -RSA: CV error for sample group 61 = 2.242e-03 (rms unscaled) -RSA: CV error for sample group 61 = 2.927e-02 (rms scaled) -RSA: CV error for sample group 61 = 2.242e-03 (max unscaled,BASE=7.660e-02) -RSA: CV error for sample group 61 = 2.927e-02 (max scaled,BASE=7.660e-02) -RSA: CV error for sample group 61 = 2.559e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 62 = 62 -RSA: CV error for sample group 62 = -3.753e-03 (avg unscaled) -RSA: CV error for sample group 62 = -3.760e-02 (avg scaled) -RSA: CV error for sample group 62 = 3.753e-03 (rms unscaled) -RSA: CV error for sample group 62 = 3.760e-02 (rms scaled) -RSA: CV error for sample group 62 = 3.753e-03 (max unscaled,BASE=9.980e-02) -RSA: CV error for sample group 62 = 3.760e-02 (max scaled,BASE=9.980e-02) -RSA: CV error for sample group 62 = 4.284e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 63 = 63 -RSA: CV error for sample group 63 = 1.437e-02 (avg unscaled) -RSA: CV error for sample group 63 = 3.110e-01 (avg scaled) -RSA: CV error for sample group 63 = 1.437e-02 (rms unscaled) -RSA: CV error for sample group 63 = 3.110e-01 (rms scaled) -RSA: CV error for sample group 63 = 1.437e-02 (max unscaled,BASE=4.620e-02) -RSA: CV error for sample group 63 = 3.110e-01 (max scaled,BASE=4.620e-02) -RSA: CV error for sample group 63 = 1.640e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 64 = 64 -RSA: CV error for sample group 64 = 2.763e-04 (avg unscaled) -RSA: CV error for sample group 64 = 4.174e-03 (avg scaled) -RSA: CV error for sample group 64 = 2.763e-04 (rms unscaled) -RSA: CV error for sample group 64 = 4.174e-03 (rms scaled) -RSA: CV error for sample group 64 = 2.763e-04 (max unscaled,BASE=6.620e-02) -RSA: CV error for sample group 64 = 4.174e-03 (max scaled,BASE=6.620e-02) -RSA: CV error for sample group 64 = 3.154e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 65 = 65 -RSA: CV error for sample group 65 = -1.208e-03 (avg unscaled) -RSA: CV error for sample group 65 = -2.593e-02 (avg scaled) -RSA: CV error for sample group 65 = 1.208e-03 (rms unscaled) -RSA: CV error for sample group 65 = 2.593e-02 (rms scaled) -RSA: CV error for sample group 65 = 1.208e-03 (max unscaled,BASE=4.660e-02) -RSA: CV error for sample group 65 = 2.593e-02 (max scaled,BASE=4.660e-02) -RSA: CV error for sample group 65 = 1.379e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 66 = 66 -RSA: CV error for sample group 66 = 4.890e-03 (avg unscaled) -RSA: CV error for sample group 66 = 7.299e-02 (avg scaled) -RSA: CV error for sample group 66 = 4.890e-03 (rms unscaled) -RSA: CV error for sample group 66 = 7.299e-02 (rms scaled) -RSA: CV error for sample group 66 = 4.890e-03 (max unscaled,BASE=6.700e-02) -RSA: CV error for sample group 66 = 7.299e-02 (max scaled,BASE=6.700e-02) -RSA: CV error for sample group 66 = 5.582e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 67 = 67 -RSA: CV error for sample group 67 = 1.145e-02 (avg unscaled) -RSA: CV error for sample group 67 = 1.902e-01 (avg scaled) -RSA: CV error for sample group 67 = 1.145e-02 (rms unscaled) -RSA: CV error for sample group 67 = 1.902e-01 (rms scaled) -RSA: CV error for sample group 67 = 1.145e-02 (max unscaled,BASE=6.020e-02) -RSA: CV error for sample group 67 = 1.902e-01 (max scaled,BASE=6.020e-02) -RSA: CV error for sample group 67 = 1.307e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 68 = 68 -RSA: CV error for sample group 68 = 1.286e-04 (avg unscaled) -RSA: CV error for sample group 68 = 1.733e-03 (avg scaled) -RSA: CV error for sample group 68 = 1.286e-04 (rms unscaled) -RSA: CV error for sample group 68 = 1.733e-03 (rms scaled) -RSA: CV error for sample group 68 = 1.286e-04 (max unscaled,BASE=7.420e-02) -RSA: CV error for sample group 68 = 1.733e-03 (max scaled,BASE=7.420e-02) -RSA: CV error for sample group 68 = 1.468e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 69 = 69 -RSA: CV error for sample group 69 = 2.275e-03 (avg unscaled) -RSA: CV error for sample group 69 = 2.425e-02 (avg scaled) -RSA: CV error for sample group 69 = 2.275e-03 (rms unscaled) -RSA: CV error for sample group 69 = 2.425e-02 (rms scaled) -RSA: CV error for sample group 69 = 2.275e-03 (max unscaled,BASE=9.380e-02) -RSA: CV error for sample group 69 = 2.425e-02 (max scaled,BASE=9.380e-02) -RSA: CV error for sample group 69 = 2.597e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 70 = 70 -RSA: CV error for sample group 70 = 3.971e-03 (avg unscaled) -RSA: CV error for sample group 70 = 7.549e-02 (avg scaled) -RSA: CV error for sample group 70 = 3.971e-03 (rms unscaled) -RSA: CV error for sample group 70 = 7.549e-02 (rms scaled) -RSA: CV error for sample group 70 = 3.971e-03 (max unscaled,BASE=5.260e-02) -RSA: CV error for sample group 70 = 7.549e-02 (max scaled,BASE=5.260e-02) -RSA: CV error for sample group 70 = 4.533e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 71 = 71 -RSA: CV error for sample group 71 = -5.273e-03 (avg unscaled) -RSA: CV error for sample group 71 = -5.769e-02 (avg scaled) -RSA: CV error for sample group 71 = 5.273e-03 (rms unscaled) -RSA: CV error for sample group 71 = 5.769e-02 (rms scaled) -RSA: CV error for sample group 71 = 5.273e-03 (max unscaled,BASE=9.140e-02) -RSA: CV error for sample group 71 = 5.769e-02 (max scaled,BASE=9.140e-02) -RSA: CV error for sample group 71 = 6.019e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 72 = 72 -RSA: CV error for sample group 72 = 1.515e-03 (avg unscaled) -RSA: CV error for sample group 72 = 3.844e-02 (avg scaled) -RSA: CV error for sample group 72 = 1.515e-03 (rms unscaled) -RSA: CV error for sample group 72 = 3.844e-02 (rms scaled) -RSA: CV error for sample group 72 = 1.515e-03 (max unscaled,BASE=3.940e-02) -RSA: CV error for sample group 72 = 3.844e-02 (max scaled,BASE=3.940e-02) -RSA: CV error for sample group 72 = 1.729e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 73 = 73 -RSA: CV error for sample group 73 = 7.171e-03 (avg unscaled) -RSA: CV error for sample group 73 = 1.428e-01 (avg scaled) -RSA: CV error for sample group 73 = 7.171e-03 (rms unscaled) -RSA: CV error for sample group 73 = 1.428e-01 (rms scaled) -RSA: CV error for sample group 73 = 7.171e-03 (max unscaled,BASE=5.020e-02) -RSA: CV error for sample group 73 = 1.428e-01 (max scaled,BASE=5.020e-02) -RSA: CV error for sample group 73 = 8.186e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 74 = 74 -RSA: CV error for sample group 74 = 1.742e-03 (avg unscaled) -RSA: CV error for sample group 74 = 1.789e-02 (avg scaled) -RSA: CV error for sample group 74 = 1.742e-03 (rms unscaled) -RSA: CV error for sample group 74 = 1.789e-02 (rms scaled) -RSA: CV error for sample group 74 = 1.742e-03 (max unscaled,BASE=9.740e-02) -RSA: CV error for sample group 74 = 1.789e-02 (max scaled,BASE=9.740e-02) -RSA: CV error for sample group 74 = 1.989e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 75 = 75 -RSA: CV error for sample group 75 = -5.243e-03 (avg unscaled) -RSA: CV error for sample group 75 = -5.918e-02 (avg scaled) -RSA: CV error for sample group 75 = 5.243e-03 (rms unscaled) -RSA: CV error for sample group 75 = 5.918e-02 (rms scaled) -RSA: CV error for sample group 75 = 5.243e-03 (max unscaled,BASE=8.860e-02) -RSA: CV error for sample group 75 = 5.918e-02 (max scaled,BASE=8.860e-02) -RSA: CV error for sample group 75 = 5.986e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 76 = 76 -RSA: CV error for sample group 76 = -6.229e-03 (avg unscaled) -RSA: CV error for sample group 76 = -1.337e-01 (avg scaled) -RSA: CV error for sample group 76 = 6.229e-03 (rms unscaled) -RSA: CV error for sample group 76 = 1.337e-01 (rms scaled) -RSA: CV error for sample group 76 = 6.229e-03 (max unscaled,BASE=4.660e-02) -RSA: CV error for sample group 76 = 1.337e-01 (max scaled,BASE=4.660e-02) -RSA: CV error for sample group 76 = 7.110e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 77 = 77 -RSA: CV error for sample group 77 = -1.510e-03 (avg unscaled) -RSA: CV error for sample group 77 = -1.478e-02 (avg scaled) -RSA: CV error for sample group 77 = 1.510e-03 (rms unscaled) -RSA: CV error for sample group 77 = 1.478e-02 (rms scaled) -RSA: CV error for sample group 77 = 1.510e-03 (max unscaled,BASE=1.022e-01) -RSA: CV error for sample group 77 = 1.478e-02 (max scaled,BASE=1.022e-01) -RSA: CV error for sample group 77 = 1.724e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 78 = 78 -RSA: CV error for sample group 78 = 4.442e-03 (avg unscaled) -RSA: CV error for sample group 78 = 6.085e-02 (avg scaled) -RSA: CV error for sample group 78 = 4.442e-03 (rms unscaled) -RSA: CV error for sample group 78 = 6.085e-02 (rms scaled) -RSA: CV error for sample group 78 = 4.442e-03 (max unscaled,BASE=7.300e-02) -RSA: CV error for sample group 78 = 6.085e-02 (max scaled,BASE=7.300e-02) -RSA: CV error for sample group 78 = 5.071e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 79 = 79 -RSA: CV error for sample group 79 = 7.653e-03 (avg unscaled) -RSA: CV error for sample group 79 = 1.814e-01 (avg scaled) -RSA: CV error for sample group 79 = 7.653e-03 (rms unscaled) -RSA: CV error for sample group 79 = 1.814e-01 (rms scaled) -RSA: CV error for sample group 79 = 7.653e-03 (max unscaled,BASE=4.220e-02) -RSA: CV error for sample group 79 = 1.814e-01 (max scaled,BASE=4.220e-02) -RSA: CV error for sample group 79 = 8.737e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 80 = 80 -RSA: CV error for sample group 80 = -3.563e-03 (avg unscaled) -RSA: CV error for sample group 80 = -4.627e-02 (avg scaled) -RSA: CV error for sample group 80 = 3.563e-03 (rms unscaled) -RSA: CV error for sample group 80 = 4.627e-02 (rms scaled) -RSA: CV error for sample group 80 = 3.563e-03 (max unscaled,BASE=7.700e-02) -RSA: CV error for sample group 80 = 4.627e-02 (max scaled,BASE=7.700e-02) -RSA: CV error for sample group 80 = 4.067e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 81 = 81 -RSA: CV error for sample group 81 = 3.889e-03 (avg unscaled) -RSA: CV error for sample group 81 = 5.983e-02 (avg scaled) -RSA: CV error for sample group 81 = 3.889e-03 (rms unscaled) -RSA: CV error for sample group 81 = 5.983e-02 (rms scaled) -RSA: CV error for sample group 81 = 3.889e-03 (max unscaled,BASE=6.500e-02) -RSA: CV error for sample group 81 = 5.983e-02 (max scaled,BASE=6.500e-02) -RSA: CV error for sample group 81 = 4.439e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 82 = 82 -RSA: CV error for sample group 82 = -1.311e-03 (avg unscaled) -RSA: CV error for sample group 82 = -2.436e-02 (avg scaled) -RSA: CV error for sample group 82 = 1.311e-03 (rms unscaled) -RSA: CV error for sample group 82 = 2.436e-02 (rms scaled) -RSA: CV error for sample group 82 = 1.311e-03 (max unscaled,BASE=5.380e-02) -RSA: CV error for sample group 82 = 2.436e-02 (max scaled,BASE=5.380e-02) -RSA: CV error for sample group 82 = 1.496e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 83 = 83 -RSA: CV error for sample group 83 = 3.999e-03 (avg unscaled) -RSA: CV error for sample group 83 = 7.489e-02 (avg scaled) -RSA: CV error for sample group 83 = 3.999e-03 (rms unscaled) -RSA: CV error for sample group 83 = 7.489e-02 (rms scaled) -RSA: CV error for sample group 83 = 3.999e-03 (max unscaled,BASE=5.340e-02) -RSA: CV error for sample group 83 = 7.489e-02 (max scaled,BASE=5.340e-02) -RSA: CV error for sample group 83 = 4.565e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 84 = 84 -RSA: CV error for sample group 84 = 2.769e-03 (avg unscaled) -RSA: CV error for sample group 84 = 2.657e-02 (avg scaled) -RSA: CV error for sample group 84 = 2.769e-03 (rms unscaled) -RSA: CV error for sample group 84 = 2.657e-02 (rms scaled) -RSA: CV error for sample group 84 = 2.769e-03 (max unscaled,BASE=1.042e-01) -RSA: CV error for sample group 84 = 2.657e-02 (max scaled,BASE=1.042e-01) -RSA: CV error for sample group 84 = 3.161e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 85 = 85 -RSA: CV error for sample group 85 = 7.073e-03 (avg unscaled) -RSA: CV error for sample group 85 = 7.705e-02 (avg scaled) -RSA: CV error for sample group 85 = 7.073e-03 (rms unscaled) -RSA: CV error for sample group 85 = 7.705e-02 (rms scaled) -RSA: CV error for sample group 85 = 7.073e-03 (max unscaled,BASE=9.180e-02) -RSA: CV error for sample group 85 = 7.705e-02 (max scaled,BASE=9.180e-02) -RSA: CV error for sample group 85 = 8.074e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 86 = 86 -RSA: CV error for sample group 86 = 2.267e-03 (avg unscaled) -RSA: CV error for sample group 86 = 2.459e-02 (avg scaled) -RSA: CV error for sample group 86 = 2.267e-03 (rms unscaled) -RSA: CV error for sample group 86 = 2.459e-02 (rms scaled) -RSA: CV error for sample group 86 = 2.267e-03 (max unscaled,BASE=9.220e-02) -RSA: CV error for sample group 86 = 2.459e-02 (max scaled,BASE=9.220e-02) -RSA: CV error for sample group 86 = 2.588e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 87 = 87 -RSA: CV error for sample group 87 = -1.792e-04 (avg unscaled) -RSA: CV error for sample group 87 = -3.017e-03 (avg scaled) -RSA: CV error for sample group 87 = 1.792e-04 (rms unscaled) -RSA: CV error for sample group 87 = 3.017e-03 (rms scaled) -RSA: CV error for sample group 87 = 1.792e-04 (max unscaled,BASE=5.940e-02) -RSA: CV error for sample group 87 = 3.017e-03 (max scaled,BASE=5.940e-02) -RSA: CV error for sample group 87 = 2.046e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 88 = 88 -RSA: CV error for sample group 88 = -4.894e-03 (avg unscaled) -RSA: CV error for sample group 88 = -5.218e-02 (avg scaled) -RSA: CV error for sample group 88 = 4.894e-03 (rms unscaled) -RSA: CV error for sample group 88 = 5.218e-02 (rms scaled) -RSA: CV error for sample group 88 = 4.894e-03 (max unscaled,BASE=9.380e-02) -RSA: CV error for sample group 88 = 5.218e-02 (max scaled,BASE=9.380e-02) -RSA: CV error for sample group 88 = 5.587e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 89 = 89 -RSA: CV error for sample group 89 = 4.799e-03 (avg unscaled) -RSA: CV error for sample group 89 = 5.838e-02 (avg scaled) -RSA: CV error for sample group 89 = 4.799e-03 (rms unscaled) -RSA: CV error for sample group 89 = 5.838e-02 (rms scaled) -RSA: CV error for sample group 89 = 4.799e-03 (max unscaled,BASE=8.220e-02) -RSA: CV error for sample group 89 = 5.838e-02 (max scaled,BASE=8.220e-02) -RSA: CV error for sample group 89 = 5.478e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 90 = 90 -RSA: CV error for sample group 90 = -2.680e-03 (avg unscaled) -RSA: CV error for sample group 90 = -3.080e-02 (avg scaled) -RSA: CV error for sample group 90 = 2.680e-03 (rms unscaled) -RSA: CV error for sample group 90 = 3.080e-02 (rms scaled) -RSA: CV error for sample group 90 = 2.680e-03 (max unscaled,BASE=8.700e-02) -RSA: CV error for sample group 90 = 3.080e-02 (max scaled,BASE=8.700e-02) -RSA: CV error for sample group 90 = 3.059e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 91 = 91 -RSA: CV error for sample group 91 = -5.500e-03 (avg unscaled) -RSA: CV error for sample group 91 = -9.786e-02 (avg scaled) -RSA: CV error for sample group 91 = 5.500e-03 (rms unscaled) -RSA: CV error for sample group 91 = 9.786e-02 (rms scaled) -RSA: CV error for sample group 91 = 5.500e-03 (max unscaled,BASE=5.620e-02) -RSA: CV error for sample group 91 = 9.786e-02 (max scaled,BASE=5.620e-02) -RSA: CV error for sample group 91 = 6.279e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 92 = 92 -RSA: CV error for sample group 92 = -5.901e-03 (avg unscaled) -RSA: CV error for sample group 92 = -9.934e-02 (avg scaled) -RSA: CV error for sample group 92 = 5.901e-03 (rms unscaled) -RSA: CV error for sample group 92 = 9.934e-02 (rms scaled) -RSA: CV error for sample group 92 = 5.901e-03 (max unscaled,BASE=5.940e-02) -RSA: CV error for sample group 92 = 9.934e-02 (max scaled,BASE=5.940e-02) -RSA: CV error for sample group 92 = 6.736e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 93 = 93 -RSA: CV error for sample group 93 = 6.730e-04 (avg unscaled) -RSA: CV error for sample group 93 = 1.017e-02 (avg scaled) -RSA: CV error for sample group 93 = 6.730e-04 (rms unscaled) -RSA: CV error for sample group 93 = 1.017e-02 (rms scaled) -RSA: CV error for sample group 93 = 6.730e-04 (max unscaled,BASE=6.620e-02) -RSA: CV error for sample group 93 = 1.017e-02 (max scaled,BASE=6.620e-02) -RSA: CV error for sample group 93 = 7.682e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 94 = 94 -RSA: CV error for sample group 94 = -5.006e-03 (avg unscaled) -RSA: CV error for sample group 94 = -6.535e-02 (avg scaled) -RSA: CV error for sample group 94 = 5.006e-03 (rms unscaled) -RSA: CV error for sample group 94 = 6.535e-02 (rms scaled) -RSA: CV error for sample group 94 = 5.006e-03 (max unscaled,BASE=7.660e-02) -RSA: CV error for sample group 94 = 6.535e-02 (max scaled,BASE=7.660e-02) -RSA: CV error for sample group 94 = 5.715e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 95 = 95 -RSA: CV error for sample group 95 = -3.588e-03 (avg unscaled) -RSA: CV error for sample group 95 = -6.771e-02 (avg scaled) -RSA: CV error for sample group 95 = 3.588e-03 (rms unscaled) -RSA: CV error for sample group 95 = 6.771e-02 (rms scaled) -RSA: CV error for sample group 95 = 3.588e-03 (max unscaled,BASE=5.300e-02) -RSA: CV error for sample group 95 = 6.771e-02 (max scaled,BASE=5.300e-02) -RSA: CV error for sample group 95 = 4.096e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 96 = 96 -RSA: CV error for sample group 96 = -1.196e-02 (avg unscaled) -RSA: CV error for sample group 96 = -1.314e-01 (avg scaled) -RSA: CV error for sample group 96 = 1.196e-02 (rms unscaled) -RSA: CV error for sample group 96 = 1.314e-01 (rms scaled) -RSA: CV error for sample group 96 = 1.196e-02 (max unscaled,BASE=9.100e-02) -RSA: CV error for sample group 96 = 1.314e-01 (max scaled,BASE=9.100e-02) -RSA: CV error for sample group 96 = 1.365e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 97 = 97 -RSA: CV error for sample group 97 = -1.593e-03 (avg unscaled) -RSA: CV error for sample group 97 = -2.681e-02 (avg scaled) -RSA: CV error for sample group 97 = 1.593e-03 (rms unscaled) -RSA: CV error for sample group 97 = 2.681e-02 (rms scaled) -RSA: CV error for sample group 97 = 1.593e-03 (max unscaled,BASE=5.940e-02) -RSA: CV error for sample group 97 = 2.681e-02 (max scaled,BASE=5.940e-02) -RSA: CV error for sample group 97 = 1.818e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 98 = 98 -RSA: CV error for sample group 98 = 3.578e-03 (avg unscaled) -RSA: CV error for sample group 98 = 7.071e-02 (avg scaled) -RSA: CV error for sample group 98 = 3.578e-03 (rms unscaled) -RSA: CV error for sample group 98 = 7.071e-02 (rms scaled) -RSA: CV error for sample group 98 = 3.578e-03 (max unscaled,BASE=5.060e-02) -RSA: CV error for sample group 98 = 7.071e-02 (max scaled,BASE=5.060e-02) -RSA: CV error for sample group 98 = 4.084e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 99 = 99 -RSA: CV error for sample group 99 = 3.651e-04 (avg unscaled) -RSA: CV error for sample group 99 = 4.485e-03 (avg scaled) -RSA: CV error for sample group 99 = 3.651e-04 (rms unscaled) -RSA: CV error for sample group 99 = 4.485e-03 (rms scaled) -RSA: CV error for sample group 99 = 3.651e-04 (max unscaled,BASE=8.140e-02) -RSA: CV error for sample group 99 = 4.485e-03 (max scaled,BASE=8.140e-02) -RSA: CV error for sample group 99 = 4.168e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 100 = 100 -RSA: CV error for sample group 100 = 1.441e-02 (avg unscaled) -RSA: CV error for sample group 100 = 2.029e-01 (avg scaled) -RSA: CV error for sample group 100 = 1.441e-02 (rms unscaled) -RSA: CV error for sample group 100 = 2.029e-01 (rms scaled) -RSA: CV error for sample group 100 = 1.441e-02 (max unscaled,BASE=7.100e-02) -RSA: CV error for sample group 100 = 2.029e-01 (max scaled,BASE=7.100e-02) -RSA: CV error for sample group 100 = 1.645e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 101 = 101 -RSA: CV error for sample group 101 = -9.100e-03 (avg unscaled) -RSA: CV error for sample group 101 = -9.619e-02 (avg scaled) -RSA: CV error for sample group 101 = 9.100e-03 (rms unscaled) -RSA: CV error for sample group 101 = 9.619e-02 (rms scaled) -RSA: CV error for sample group 101 = 9.100e-03 (max unscaled,BASE=9.460e-02) -RSA: CV error for sample group 101 = 9.619e-02 (max scaled,BASE=9.460e-02) -RSA: CV error for sample group 101 = 1.039e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 102 = 102 -RSA: CV error for sample group 102 = 5.567e-03 (avg unscaled) -RSA: CV error for sample group 102 = 1.609e-01 (avg scaled) -RSA: CV error for sample group 102 = 5.567e-03 (rms unscaled) -RSA: CV error for sample group 102 = 1.609e-01 (rms scaled) -RSA: CV error for sample group 102 = 5.567e-03 (max unscaled,BASE=3.460e-02) -RSA: CV error for sample group 102 = 1.609e-01 (max scaled,BASE=3.460e-02) -RSA: CV error for sample group 102 = 6.355e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 103 = 103 -RSA: CV error for sample group 103 = 4.476e-03 (avg unscaled) -RSA: CV error for sample group 103 = 5.753e-02 (avg scaled) -RSA: CV error for sample group 103 = 4.476e-03 (rms unscaled) -RSA: CV error for sample group 103 = 5.753e-02 (rms scaled) -RSA: CV error for sample group 103 = 4.476e-03 (max unscaled,BASE=7.780e-02) -RSA: CV error for sample group 103 = 5.753e-02 (max scaled,BASE=7.780e-02) -RSA: CV error for sample group 103 = 5.110e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 104 = 104 -RSA: CV error for sample group 104 = -6.217e-03 (avg unscaled) -RSA: CV error for sample group 104 = -1.419e-01 (avg scaled) -RSA: CV error for sample group 104 = 6.217e-03 (rms unscaled) -RSA: CV error for sample group 104 = 1.419e-01 (rms scaled) -RSA: CV error for sample group 104 = 6.217e-03 (max unscaled,BASE=4.380e-02) -RSA: CV error for sample group 104 = 1.419e-01 (max scaled,BASE=4.380e-02) -RSA: CV error for sample group 104 = 7.097e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 105 = 105 -RSA: CV error for sample group 105 = 1.639e-03 (avg unscaled) -RSA: CV error for sample group 105 = 2.586e-02 (avg scaled) -RSA: CV error for sample group 105 = 1.639e-03 (rms unscaled) -RSA: CV error for sample group 105 = 2.586e-02 (rms scaled) -RSA: CV error for sample group 105 = 1.639e-03 (max unscaled,BASE=6.340e-02) -RSA: CV error for sample group 105 = 2.586e-02 (max scaled,BASE=6.340e-02) -RSA: CV error for sample group 105 = 1.871e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 106 = 106 -RSA: CV error for sample group 106 = -5.120e-03 (avg unscaled) -RSA: CV error for sample group 106 = -6.649e-02 (avg scaled) -RSA: CV error for sample group 106 = 5.120e-03 (rms unscaled) -RSA: CV error for sample group 106 = 6.649e-02 (rms scaled) -RSA: CV error for sample group 106 = 5.120e-03 (max unscaled,BASE=7.700e-02) -RSA: CV error for sample group 106 = 6.649e-02 (max scaled,BASE=7.700e-02) -RSA: CV error for sample group 106 = 5.845e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 107 = 107 -RSA: CV error for sample group 107 = 1.131e-02 (avg unscaled) -RSA: CV error for sample group 107 = 3.194e-01 (avg scaled) -RSA: CV error for sample group 107 = 1.131e-02 (rms unscaled) -RSA: CV error for sample group 107 = 3.194e-01 (rms scaled) -RSA: CV error for sample group 107 = 1.131e-02 (max unscaled,BASE=3.540e-02) -RSA: CV error for sample group 107 = 3.194e-01 (max scaled,BASE=3.540e-02) -RSA: CV error for sample group 107 = 1.291e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 108 = 108 -RSA: CV error for sample group 108 = 5.223e-03 (avg unscaled) -RSA: CV error for sample group 108 = 9.636e-02 (avg scaled) -RSA: CV error for sample group 108 = 5.223e-03 (rms unscaled) -RSA: CV error for sample group 108 = 9.636e-02 (rms scaled) -RSA: CV error for sample group 108 = 5.223e-03 (max unscaled,BASE=5.420e-02) -RSA: CV error for sample group 108 = 9.636e-02 (max scaled,BASE=5.420e-02) -RSA: CV error for sample group 108 = 5.962e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 109 = 109 -RSA: CV error for sample group 109 = 1.558e-03 (avg unscaled) -RSA: CV error for sample group 109 = 2.734e-02 (avg scaled) -RSA: CV error for sample group 109 = 1.558e-03 (rms unscaled) -RSA: CV error for sample group 109 = 2.734e-02 (rms scaled) -RSA: CV error for sample group 109 = 1.558e-03 (max unscaled,BASE=5.700e-02) -RSA: CV error for sample group 109 = 2.734e-02 (max scaled,BASE=5.700e-02) -RSA: CV error for sample group 109 = 1.779e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 110 = 110 -RSA: CV error for sample group 110 = 9.716e-03 (avg unscaled) -RSA: CV error for sample group 110 = 1.361e-01 (avg scaled) -RSA: CV error for sample group 110 = 9.716e-03 (rms unscaled) -RSA: CV error for sample group 110 = 1.361e-01 (rms scaled) -RSA: CV error for sample group 110 = 9.716e-03 (max unscaled,BASE=7.140e-02) -RSA: CV error for sample group 110 = 1.361e-01 (max scaled,BASE=7.140e-02) -RSA: CV error for sample group 110 = 1.109e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 111 = 111 -RSA: CV error for sample group 111 = 1.935e-03 (avg unscaled) -RSA: CV error for sample group 111 = 2.651e-02 (avg scaled) -RSA: CV error for sample group 111 = 1.935e-03 (rms unscaled) -RSA: CV error for sample group 111 = 2.651e-02 (rms scaled) -RSA: CV error for sample group 111 = 1.935e-03 (max unscaled,BASE=7.300e-02) -RSA: CV error for sample group 111 = 2.651e-02 (max scaled,BASE=7.300e-02) -RSA: CV error for sample group 111 = 2.209e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 112 = 112 -RSA: CV error for sample group 112 = 3.007e-03 (avg unscaled) -RSA: CV error for sample group 112 = 3.749e-02 (avg scaled) -RSA: CV error for sample group 112 = 3.007e-03 (rms unscaled) -RSA: CV error for sample group 112 = 3.749e-02 (rms scaled) -RSA: CV error for sample group 112 = 3.007e-03 (max unscaled,BASE=8.020e-02) -RSA: CV error for sample group 112 = 3.749e-02 (max scaled,BASE=8.020e-02) -RSA: CV error for sample group 112 = 3.432e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 113 = 113 -RSA: CV error for sample group 113 = 5.553e-03 (avg unscaled) -RSA: CV error for sample group 113 = 9.225e-02 (avg scaled) -RSA: CV error for sample group 113 = 5.553e-03 (rms unscaled) -RSA: CV error for sample group 113 = 9.225e-02 (rms scaled) -RSA: CV error for sample group 113 = 5.553e-03 (max unscaled,BASE=6.020e-02) -RSA: CV error for sample group 113 = 9.225e-02 (max scaled,BASE=6.020e-02) -RSA: CV error for sample group 113 = 6.339e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 114 = 114 -RSA: CV error for sample group 114 = -6.901e-03 (avg unscaled) -RSA: CV error for sample group 114 = -9.201e-02 (avg scaled) -RSA: CV error for sample group 114 = 6.901e-03 (rms unscaled) -RSA: CV error for sample group 114 = 9.201e-02 (rms scaled) -RSA: CV error for sample group 114 = 6.901e-03 (max unscaled,BASE=7.500e-02) -RSA: CV error for sample group 114 = 9.201e-02 (max scaled,BASE=7.500e-02) -RSA: CV error for sample group 114 = 7.878e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 115 = 115 -RSA: CV error for sample group 115 = 4.050e-03 (avg unscaled) -RSA: CV error for sample group 115 = 6.118e-02 (avg scaled) -RSA: CV error for sample group 115 = 4.050e-03 (rms unscaled) -RSA: CV error for sample group 115 = 6.118e-02 (rms scaled) -RSA: CV error for sample group 115 = 4.050e-03 (max unscaled,BASE=6.620e-02) -RSA: CV error for sample group 115 = 6.118e-02 (max scaled,BASE=6.620e-02) -RSA: CV error for sample group 115 = 4.623e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 116 = 116 -RSA: CV error for sample group 116 = -2.887e-04 (avg unscaled) -RSA: CV error for sample group 116 = -6.841e-03 (avg scaled) -RSA: CV error for sample group 116 = 2.887e-04 (rms unscaled) -RSA: CV error for sample group 116 = 6.841e-03 (rms scaled) -RSA: CV error for sample group 116 = 2.887e-04 (max unscaled,BASE=4.220e-02) -RSA: CV error for sample group 116 = 6.841e-03 (max scaled,BASE=4.220e-02) -RSA: CV error for sample group 116 = 3.295e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 117 = 117 -RSA: CV error for sample group 117 = 7.663e-03 (avg unscaled) -RSA: CV error for sample group 117 = 2.071e-01 (avg scaled) -RSA: CV error for sample group 117 = 7.663e-03 (rms unscaled) -RSA: CV error for sample group 117 = 2.071e-01 (rms scaled) -RSA: CV error for sample group 117 = 7.663e-03 (max unscaled,BASE=3.700e-02) -RSA: CV error for sample group 117 = 2.071e-01 (max scaled,BASE=3.700e-02) -RSA: CV error for sample group 117 = 8.748e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 118 = 118 -RSA: CV error for sample group 118 = -1.179e-02 (avg unscaled) -RSA: CV error for sample group 118 = -1.123e-01 (avg scaled) -RSA: CV error for sample group 118 = 1.179e-02 (rms unscaled) -RSA: CV error for sample group 118 = 1.123e-01 (rms scaled) -RSA: CV error for sample group 118 = 1.179e-02 (max unscaled,BASE=1.050e-01) -RSA: CV error for sample group 118 = 1.123e-01 (max scaled,BASE=1.050e-01) -RSA: CV error for sample group 118 = 1.345e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 119 = 119 -RSA: CV error for sample group 119 = -5.023e-03 (avg unscaled) -RSA: CV error for sample group 119 = -6.424e-02 (avg scaled) -RSA: CV error for sample group 119 = 5.023e-03 (rms unscaled) -RSA: CV error for sample group 119 = 6.424e-02 (rms scaled) -RSA: CV error for sample group 119 = 5.023e-03 (max unscaled,BASE=7.820e-02) -RSA: CV error for sample group 119 = 6.424e-02 (max scaled,BASE=7.820e-02) -RSA: CV error for sample group 119 = 5.734e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 120 = 120 -RSA: CV error for sample group 120 = 2.409e-03 (avg unscaled) -RSA: CV error for sample group 120 = 2.376e-02 (avg scaled) -RSA: CV error for sample group 120 = 2.409e-03 (rms unscaled) -RSA: CV error for sample group 120 = 2.376e-02 (rms scaled) -RSA: CV error for sample group 120 = 2.409e-03 (max unscaled,BASE=1.014e-01) -RSA: CV error for sample group 120 = 2.376e-02 (max scaled,BASE=1.014e-01) -RSA: CV error for sample group 120 = 2.750e-02 (max scaled by (ymax-ymin)) -RSA: final CV error = -1.249e-04 (avg unscaled) -RSA: final CV error = 6.738e-03 (avg scaled) -RSA: final CV error = 6.624e-03 (rms unscaled) -RSA: final CV error = 1.013e-01 (rms scaled) -RSA: final CV error = 2.788e-02 (max unscaled, BASE=1.054e-01) -RSA: final CV error = 3.194e-01 (max scaled, BASE=3.540e-02) -RSA: final CV error = 3.183e-01 (max scaled by (ymax-ymin)) -RSA: L 1:cross validation (CV) completed. -CV error file is RSFA_CV_err.m -********************************************************************** -AnalysisManager: analysis error = 4.26e-06 psuade> psuade> ---------------------------------------------------------------------- -Available response surface tools: ----------------------------------------------------------------------- ----------------------------------------------------------------------- -0. MARS (Friedman's multivariate splines method) -==> Linear/nonlinear polynomial regression methods: -1. Linear regression -2. Quadratic regression -3. Cubic regression -4. Quartic regression (may be unstable) -5. Selective polynomial regression (user selects terms to use) -6. Derivative-based Legendre polynomial regression - - need 2 samples: the second one with nInputs derivatives. -7. Legendre polynomial regression -8. User-defined regression (user provides basis functions) -==> Other response surface methods: -10. Gaussian process (Tong's implementation) -12. Artificial neural network (not yet implemented) -15. Sum-of-trees model - - needs large samples to improve prediction accuracy -16. Sparse Grid polynomial regression - - Works only with sparse grid sampling design. -17. Kriging -18. Splines on regular grid (1D, 2D, or 3D only) - - Works only with factorial designs in 1-3D. -19. K nearest neighbors -20. Radial Basis Function -21. Acosso (by Storlie, LANL. Need R to run) -22. BSSAnova (by Storlie, LANL. Need R to run) -23. Partial Least Squares Linear Regression (PLS) - - Linear regression but geared toward the most - eigenvectors. -==> Methods based on bootstrapped aggregation: -24. MARS with bootstrap aggregating (bagging) -25. Radial Basis Function with bagging -==> Domain (input space) decomposition-based methods: - - Idea: Divide input space into subdomains to reduce cost - since each domain has a small sample size. - - Binary partitioning along most sensitive dimensioins -26. Multi-Radial Basis Function (for large samples) -27. Multi-Gaussian process (Tong, for large samples) -28. Multi-MARS (for large samples) -29. Multi-Treed Gaussian process (for large samples) -==> Homogeneous and quantile-based methods: -30. Homogeneous Legendre regression (HLR) - This method is for homogeneous inputs (same bounds). -31. Homogeneous GP (HGP) - This method is for either: - a. All inputs are homogeneous (and same bounds too). - b. Only the last input is nonhomogeneous (quantile). - Different sample points can have different quantiles. -32. Homogeneous Kriging (all homogeneous inputs: same bounds) -33. Hybrid Homogeneous GP (HyHGP). This method is for either: - a. All inputs are homogeneous (and same bounds too), or - b. Only the last input is nonhomogeneous (quantile). - - All N sample points must have same Q quantiles. - - For CV, must use nGroups be factors of N/Q, and - must not use randomization. Otherwise, CV fails. -34. Quantile GP (can be anisotropic) - This method requires - - Quantile variable as the last input. - - All N sample points have same Q quantiles. - - There must be a quantile input value of 0.5 - - For CV, must use nGroups be factors of N/Q, and - must not use randomization. Otherwise, CV fails. - Note: Similar to HGP(b) but different implementation. -Enter your choice ? Enter output number (1 - 1) = No transformation (e.g. log) on sample inputs nor outputs. -********************************************************************** -Response surface method to be used: Gaussian Process (Tong) model -====================================================================== -RSA: Output ID = 1 -RSA: Output Maximum/Minimum = 1.222000e-01 3.460000e-02 -INFO: Set printlevel higher (1-4) to display more information. -INFO: Set print level to 4 for interpolation error graphics file. -********************************************************************** -* Gaussian Process Analysis -* Default exponential degree = 2.000000e+00 -====================================================================== -GP3 training begins.... - Hyperparameter bounds 1 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 2 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 3 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 4 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 5 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 6 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 7 = -3.0000e+00 1.0000e+01 - Hyperparameter bounds 8 = -2.8000e+01 -3.0000e+00 - Hyperparameter bounds 9 = -5.0000e-01 5.0000e-01 - Hyperparameter bounds 10 = -2.4000e+01 -2.0000e+00 -GP3 training completed. -RSFA resubstitution test: - 1 : true, predicted = 1.03000000e-01 1.03000345e-01 - 2 : true, predicted = 8.38000000e-02 8.38002589e-02 - 3 : true, predicted = 6.66000000e-02 6.65986616e-02 - 4 : true, predicted = 4.66000000e-02 4.65996877e-02 - 5 : true, predicted = 5.66000000e-02 5.65995693e-02 - 6 : true, predicted = 6.38000000e-02 6.38001148e-02 - 7 : true, predicted = 7.94000000e-02 7.94003284e-02 - 8 : true, predicted = 6.70000000e-02 6.70022543e-02 - 9 : true, predicted = 4.06000000e-02 4.06003559e-02 - 10 : true, predicted = 7.42000000e-02 7.42002505e-02 - 11 : true, predicted = 4.66000000e-02 4.66001925e-02 - 12 : true, predicted = 4.46000000e-02 4.46003128e-02 - 13 : true, predicted = 6.70000000e-02 6.70002098e-02 - 14 : true, predicted = 5.94000000e-02 5.94003686e-02 - 15 : true, predicted = 7.02000000e-02 7.02005491e-02 - 16 : true, predicted = 4.54000000e-02 4.53999682e-02 - 17 : true, predicted = 7.26000000e-02 7.25993849e-02 - 18 : true, predicted = 5.58000000e-02 5.58000397e-02 - 19 : true, predicted = 6.78000000e-02 6.77996855e-02 - 20 : true, predicted = 7.94000000e-02 7.93999863e-02 - 21 : true, predicted = 5.06000000e-02 5.05993648e-02 - 22 : true, predicted = 8.86000000e-02 8.85999002e-02 - 23 : true, predicted = 8.30000000e-02 8.29995965e-02 - 24 : true, predicted = 4.70000000e-02 4.70004041e-02 - 25 : true, predicted = 7.58000000e-02 7.57999483e-02 - 26 : true, predicted = 8.46000000e-02 8.45993682e-02 - 27 : true, predicted = 6.46000000e-02 6.46002451e-02 - 28 : true, predicted = 3.78000000e-02 3.78002780e-02 - 29 : true, predicted = 6.34000000e-02 6.33995774e-02 - 30 : true, predicted = 6.18000000e-02 6.17986129e-02 - 31 : true, predicted = 8.86000000e-02 8.85998053e-02 - 32 : true, predicted = 6.58000000e-02 6.58002274e-02 - 33 : true, predicted = 6.78000000e-02 6.78000654e-02 - 34 : true, predicted = 7.38000000e-02 7.37996590e-02 - 35 : true, predicted = 8.02000000e-02 8.01999180e-02 - 36 : true, predicted = 8.22000000e-02 8.21998652e-02 - 37 : true, predicted = 8.42000000e-02 8.41994387e-02 - 38 : true, predicted = 7.94000000e-02 7.94001414e-02 - 39 : true, predicted = 3.86000000e-02 3.85989277e-02 - 40 : true, predicted = 7.30000000e-02 7.29994573e-02 - 41 : true, predicted = 8.74000000e-02 8.73990133e-02 - 42 : true, predicted = 1.22200000e-01 1.22199456e-01 - 43 : true, predicted = 8.58000000e-02 8.57989947e-02 - 44 : true, predicted = 6.46000000e-02 6.46006293e-02 - 45 : true, predicted = 4.34000000e-02 4.34003173e-02 - 46 : true, predicted = 5.78000000e-02 5.77989746e-02 - 47 : true, predicted = 6.74000000e-02 6.73998873e-02 - 48 : true, predicted = 5.34000000e-02 5.34000441e-02 - 49 : true, predicted = 9.02000000e-02 9.02011676e-02 - 50 : true, predicted = 5.98000000e-02 5.98003464e-02 - 51 : true, predicted = 1.19000000e-01 1.19000150e-01 - 52 : true, predicted = 1.04600000e-01 1.04599637e-01 - 53 : true, predicted = 1.05400000e-01 1.05398891e-01 - 54 : true, predicted = 6.98000000e-02 6.97987908e-02 - 55 : true, predicted = 8.34000000e-02 8.34016230e-02 - 56 : true, predicted = 6.58000000e-02 6.57994857e-02 - 57 : true, predicted = 6.42000000e-02 6.41996581e-02 - 58 : true, predicted = 6.06000000e-02 6.05992087e-02 - 59 : true, predicted = 4.66000000e-02 4.65997902e-02 - 60 : true, predicted = 3.90000000e-02 3.90002719e-02 - 61 : true, predicted = 7.66000000e-02 7.65987842e-02 - 62 : true, predicted = 9.98000000e-02 9.97998584e-02 - 63 : true, predicted = 4.62000000e-02 4.62007319e-02 - 64 : true, predicted = 6.62000000e-02 6.62000189e-02 - 65 : true, predicted = 4.66000000e-02 4.65997659e-02 - 66 : true, predicted = 6.70000000e-02 6.70005031e-02 - 67 : true, predicted = 6.02000000e-02 6.02008495e-02 - 68 : true, predicted = 7.42000000e-02 7.42003787e-02 - 69 : true, predicted = 9.38000000e-02 9.37999370e-02 - 70 : true, predicted = 5.26000000e-02 5.26002213e-02 - 71 : true, predicted = 9.14000000e-02 9.13994479e-02 - 72 : true, predicted = 3.94000000e-02 3.94000844e-02 - 73 : true, predicted = 5.02000000e-02 5.02007601e-02 - 74 : true, predicted = 9.74000000e-02 9.74001169e-02 - 75 : true, predicted = 8.86000000e-02 8.85981241e-02 - 76 : true, predicted = 4.66000000e-02 4.65995534e-02 - 77 : true, predicted = 1.02200000e-01 1.02199468e-01 - 78 : true, predicted = 7.30000000e-02 7.30010645e-02 - 79 : true, predicted = 4.22000000e-02 4.22002066e-02 - 80 : true, predicted = 7.70000000e-02 7.69987637e-02 - 81 : true, predicted = 6.50000000e-02 6.50007319e-02 - 82 : true, predicted = 5.38000000e-02 5.37998904e-02 - 83 : true, predicted = 5.34000000e-02 5.33999612e-02 - 84 : true, predicted = 1.04200000e-01 1.04200143e-01 - 85 : true, predicted = 9.18000000e-02 9.18019487e-02 - 86 : true, predicted = 9.22000000e-02 9.22002231e-02 - 87 : true, predicted = 5.94000000e-02 5.94001355e-02 - 88 : true, predicted = 9.38000000e-02 9.37990352e-02 - 89 : true, predicted = 8.22000000e-02 8.22022165e-02 - 90 : true, predicted = 8.70000000e-02 8.69994442e-02 - 91 : true, predicted = 5.62000000e-02 5.61992350e-02 - 92 : true, predicted = 5.94000000e-02 5.93998557e-02 - 93 : true, predicted = 6.62000000e-02 6.62004992e-02 - 94 : true, predicted = 7.66000000e-02 7.65992690e-02 - 95 : true, predicted = 5.30000000e-02 5.29996367e-02 - 96 : true, predicted = 9.10000000e-02 9.09994024e-02 - 97 : true, predicted = 5.94000000e-02 5.93996788e-02 - 98 : true, predicted = 5.06000000e-02 5.06008155e-02 - 99 : true, predicted = 8.14000000e-02 8.14001299e-02 - 100 : true, predicted = 7.10000000e-02 7.10016196e-02 - 101 : true, predicted = 9.46000000e-02 9.45995190e-02 - 102 : true, predicted = 3.46000000e-02 3.46003672e-02 - 103 : true, predicted = 7.78000000e-02 7.78000129e-02 - 104 : true, predicted = 4.38000000e-02 4.37998339e-02 - 105 : true, predicted = 6.34000000e-02 6.34008118e-02 - 106 : true, predicted = 7.70000000e-02 7.69991299e-02 - 107 : true, predicted = 3.54000000e-02 3.54002471e-02 - 108 : true, predicted = 5.42000000e-02 5.42003524e-02 - 109 : true, predicted = 5.70000000e-02 5.70000705e-02 - 110 : true, predicted = 7.14000000e-02 7.14005400e-02 - 111 : true, predicted = 7.30000000e-02 7.30004183e-02 - 112 : true, predicted = 8.02000000e-02 8.02019086e-02 - 113 : true, predicted = 6.02000000e-02 6.02001724e-02 - 114 : true, predicted = 7.50000000e-02 7.49995807e-02 - 115 : true, predicted = 6.62000000e-02 6.62002984e-02 - 116 : true, predicted = 4.22000000e-02 4.21999254e-02 - 117 : true, predicted = 3.70000000e-02 3.70007245e-02 - 118 : true, predicted = 1.05000000e-01 1.04999539e-01 - 119 : true, predicted = 7.82000000e-02 7.81998791e-02 - 120 : true, predicted = 1.01400000e-01 1.01400292e-01 -RSAnalysis: L 1: interpolation error on training set - avg error far from 0 ==> systematic bias. - rms error large ==> average error large. - max error large ==> pointwise error large. - max error scaled by (ymax-ymin) large - ==> fitting probably not good. - R-square may not always be a reliable measure. - avg error = -1.702e-09 (unscaled) - avg error = 3.206e-07 (scaled) - rms error = 7.075e-07 (unscaled) - rms error = 1.021e-05 (scaled) - max error = 2.254e-06 (unscaled, BASE=6.700e-02) - max error = 3.365e-05 ( scaled, BASE=6.700e-02) - max error = 2.573e-05 ( scaled by (ymax-ymin)) - R-square = 9.99999999e-01 -Based on 120 training points (total=120). -Interpolation error info are in RSFA_training_err.m -********************************************************************** -Next you will be asked whether to do cross validation or not. -Since cross validation iterates as many times as the number -of groups. The rs_expert mode will be turned off. To change -the default parameters for different response surface, you -will need to exit, create a config file (use genconfigfile -in command line mode), and set config option in your data file. ----------------------------------------------------------------------- -Perform cross validation ? (y or n) Enter the number of groups to validate : (2 - 120) RSFA: number of CV groups = 60 -RSAnalysis: L 1:cross validation (CV) begins... -Random selection of leave-out groups ? (y or n) RSAnalysis:: L 1: processing CV group 1 (out of 60) -RSA: CV error for sample group 1 = 1.127e-03 (avg unscaled) -RSA: CV error for sample group 1 = 2.230e-03 (rms unscaled) -RSA: CV error for sample group 1 = 3.052e-03 (max unscaled) -RSAnalysis:: L 1: CV group 1 processed -RSAnalysis:: L 1: processing CV group 2 (out of 60) -RSA: CV error for sample group 2 = -3.263e-03 (avg unscaled) -RSA: CV error for sample group 2 = 3.374e-03 (rms unscaled) -RSA: CV error for sample group 2 = 4.120e-03 (max unscaled) -RSAnalysis:: L 1: CV group 2 processed -RSAnalysis:: L 1: processing CV group 3 (out of 60) -RSA: CV error for sample group 3 = 1.366e-04 (avg unscaled) -RSA: CV error for sample group 3 = 1.535e-04 (rms unscaled) -RSA: CV error for sample group 3 = 2.065e-04 (max unscaled) -RSAnalysis:: L 1: CV group 3 processed -RSAnalysis:: L 1: processing CV group 4 (out of 60) -RSA: CV error for sample group 4 = -3.472e-03 (avg unscaled) -RSA: CV error for sample group 4 = 3.487e-03 (rms unscaled) -RSA: CV error for sample group 4 = 3.796e-03 (max unscaled) -RSAnalysis:: L 1: CV group 4 processed -RSAnalysis:: L 1: processing CV group 5 (out of 60) -RSA: CV error for sample group 5 = 3.891e-03 (avg unscaled) -RSA: CV error for sample group 5 = 4.013e-03 (rms unscaled) -RSA: CV error for sample group 5 = 4.872e-03 (max unscaled) -RSAnalysis:: L 1: CV group 5 processed -RSAnalysis:: L 1: processing CV group 6 (out of 60) -RSA: CV error for sample group 6 = -5.272e-03 (avg unscaled) -RSA: CV error for sample group 6 = 5.278e-03 (rms unscaled) -RSA: CV error for sample group 6 = 5.522e-03 (max unscaled) -RSAnalysis:: L 1: CV group 6 processed -RSAnalysis:: L 1: processing CV group 7 (out of 60) -RSA: CV error for sample group 7 = 3.218e-03 (avg unscaled) -RSA: CV error for sample group 7 = 3.511e-03 (rms unscaled) -RSA: CV error for sample group 7 = 4.622e-03 (max unscaled) -RSAnalysis:: L 1: CV group 7 processed -RSAnalysis:: L 1: processing CV group 8 (out of 60) -RSA: CV error for sample group 8 = 1.269e-03 (avg unscaled) -RSA: CV error for sample group 8 = 1.811e-03 (rms unscaled) -RSA: CV error for sample group 8 = 2.562e-03 (max unscaled) -RSAnalysis:: L 1: CV group 8 processed -RSAnalysis:: L 1: processing CV group 9 (out of 60) -RSA: CV error for sample group 9 = -7.955e-04 (avg unscaled) -RSA: CV error for sample group 9 = 2.794e-03 (rms unscaled) -RSA: CV error for sample group 9 = 3.474e-03 (max unscaled) -RSAnalysis:: L 1: CV group 9 processed -RSAnalysis:: L 1: processing CV group 10 (out of 60) -RSA: CV error for sample group 10 = -5.989e-04 (avg unscaled) -RSA: CV error for sample group 10 = 3.842e-03 (rms unscaled) -RSA: CV error for sample group 10 = 4.394e-03 (max unscaled) -RSAnalysis:: L 1: CV group 10 processed -RSAnalysis:: L 1: processing CV group 11 (out of 60) -RSA: CV error for sample group 11 = -2.887e-03 (avg unscaled) -RSA: CV error for sample group 11 = 1.058e-02 (rms unscaled) -RSA: CV error for sample group 11 = 1.306e-02 (max unscaled) -RSAnalysis:: L 1: CV group 11 processed -RSAnalysis:: L 1: processing CV group 12 (out of 60) -RSA: CV error for sample group 12 = 5.155e-04 (avg unscaled) -RSA: CV error for sample group 12 = 2.540e-03 (rms unscaled) -RSA: CV error for sample group 12 = 3.002e-03 (max unscaled) -RSAnalysis:: L 1: CV group 12 processed -RSAnalysis:: L 1: processing CV group 13 (out of 60) -RSA: CV error for sample group 13 = -3.805e-04 (avg unscaled) -RSA: CV error for sample group 13 = 6.403e-04 (rms unscaled) -RSA: CV error for sample group 13 = 8.955e-04 (max unscaled) -RSAnalysis:: L 1: CV group 13 processed -RSAnalysis:: L 1: processing CV group 14 (out of 60) -RSA: CV error for sample group 14 = 4.569e-04 (avg unscaled) -RSA: CV error for sample group 14 = 1.014e-03 (rms unscaled) -RSA: CV error for sample group 14 = 1.362e-03 (max unscaled) -RSAnalysis:: L 1: CV group 14 processed -RSAnalysis:: L 1: processing CV group 15 (out of 60) -RSA: CV error for sample group 15 = 3.295e-03 (avg unscaled) -RSA: CV error for sample group 15 = 3.320e-03 (rms unscaled) -RSA: CV error for sample group 15 = 3.704e-03 (max unscaled) -RSAnalysis:: L 1: CV group 15 processed -RSAnalysis:: L 1: processing CV group 16 (out of 60) -RSA: CV error for sample group 16 = 2.613e-03 (avg unscaled) -RSA: CV error for sample group 16 = 1.375e-02 (rms unscaled) -RSA: CV error for sample group 16 = 1.612e-02 (max unscaled) -RSAnalysis:: L 1: CV group 16 processed -RSAnalysis:: L 1: processing CV group 17 (out of 60) -RSA: CV error for sample group 17 = -4.793e-03 (avg unscaled) -RSA: CV error for sample group 17 = 4.905e-03 (rms unscaled) -RSA: CV error for sample group 17 = 5.837e-03 (max unscaled) -RSAnalysis:: L 1: CV group 17 processed -RSAnalysis:: L 1: processing CV group 18 (out of 60) -RSA: CV error for sample group 18 = 7.771e-03 (avg unscaled) -RSA: CV error for sample group 18 = 1.302e-02 (rms unscaled) -RSA: CV error for sample group 18 = 1.822e-02 (max unscaled) -RSAnalysis:: L 1: CV group 18 processed -RSAnalysis:: L 1: processing CV group 19 (out of 60) -RSA: CV error for sample group 19 = 4.141e-03 (avg unscaled) -RSA: CV error for sample group 19 = 4.303e-03 (rms unscaled) -RSA: CV error for sample group 19 = 5.308e-03 (max unscaled) -RSAnalysis:: L 1: CV group 19 processed -RSAnalysis:: L 1: processing CV group 20 (out of 60) -RSA: CV error for sample group 20 = 4.141e-03 (avg unscaled) -RSA: CV error for sample group 20 = 4.247e-03 (rms unscaled) -RSA: CV error for sample group 20 = 5.083e-03 (max unscaled) -RSAnalysis:: L 1: CV group 20 processed -RSAnalysis:: L 1: processing CV group 21 (out of 60) -RSA: CV error for sample group 21 = -1.009e-02 (avg unscaled) -RSA: CV error for sample group 21 = 1.993e-02 (rms unscaled) -RSA: CV error for sample group 21 = 2.728e-02 (max unscaled) -RSAnalysis:: L 1: CV group 21 processed -RSAnalysis:: L 1: processing CV group 22 (out of 60) -RSA: CV error for sample group 22 = 4.635e-03 (avg unscaled) -RSA: CV error for sample group 22 = 4.769e-03 (rms unscaled) -RSA: CV error for sample group 22 = 5.760e-03 (max unscaled) -RSAnalysis:: L 1: CV group 22 processed -RSAnalysis:: L 1: processing CV group 23 (out of 60) -RSA: CV error for sample group 23 = -7.140e-03 (avg unscaled) -RSA: CV error for sample group 23 = 8.207e-03 (rms unscaled) -RSA: CV error for sample group 23 = 1.119e-02 (max unscaled) -RSAnalysis:: L 1: CV group 23 processed -RSAnalysis:: L 1: processing CV group 24 (out of 60) -RSA: CV error for sample group 24 = -2.820e-04 (avg unscaled) -RSA: CV error for sample group 24 = 5.187e-03 (rms unscaled) -RSA: CV error for sample group 24 = 5.461e-03 (max unscaled) -RSAnalysis:: L 1: CV group 24 processed -RSAnalysis:: L 1: processing CV group 25 (out of 60) -RSA: CV error for sample group 25 = -2.382e-03 (avg unscaled) -RSA: CV error for sample group 25 = 3.148e-03 (rms unscaled) -RSA: CV error for sample group 25 = 4.440e-03 (max unscaled) -RSAnalysis:: L 1: CV group 25 processed -RSAnalysis:: L 1: processing CV group 26 (out of 60) -RSA: CV error for sample group 26 = 1.184e-04 (avg unscaled) -RSA: CV error for sample group 26 = 4.955e-03 (rms unscaled) -RSA: CV error for sample group 26 = 5.072e-03 (max unscaled) -RSAnalysis:: L 1: CV group 26 processed -RSAnalysis:: L 1: processing CV group 27 (out of 60) -RSA: CV error for sample group 27 = -1.649e-03 (avg unscaled) -RSA: CV error for sample group 27 = 2.788e-03 (rms unscaled) -RSA: CV error for sample group 27 = 3.897e-03 (max unscaled) -RSAnalysis:: L 1: CV group 27 processed -RSAnalysis:: L 1: processing CV group 28 (out of 60) -RSA: CV error for sample group 28 = 3.107e-03 (avg unscaled) -RSA: CV error for sample group 28 = 3.141e-03 (rms unscaled) -RSA: CV error for sample group 28 = 3.564e-03 (max unscaled) -RSAnalysis:: L 1: CV group 28 processed -RSAnalysis:: L 1: processing CV group 29 (out of 60) -RSA: CV error for sample group 29 = 1.756e-03 (avg unscaled) -RSA: CV error for sample group 29 = 4.921e-03 (rms unscaled) -RSA: CV error for sample group 29 = 6.354e-03 (max unscaled) -RSAnalysis:: L 1: CV group 29 processed -RSAnalysis:: L 1: processing CV group 30 (out of 60) -RSA: CV error for sample group 30 = -6.498e-03 (avg unscaled) -RSA: CV error for sample group 30 = 7.790e-03 (rms unscaled) -RSA: CV error for sample group 30 = 1.080e-02 (max unscaled) -RSAnalysis:: L 1: CV group 30 processed -RSAnalysis:: L 1: processing CV group 31 (out of 60) -RSA: CV error for sample group 31 = -2.133e-03 (avg unscaled) -RSA: CV error for sample group 31 = 3.999e-03 (rms unscaled) -RSA: CV error for sample group 31 = 5.516e-03 (max unscaled) -RSAnalysis:: L 1: CV group 31 processed -RSAnalysis:: L 1: processing CV group 32 (out of 60) -RSA: CV error for sample group 32 = -2.804e-03 (avg unscaled) -RSA: CV error for sample group 32 = 2.825e-03 (rms unscaled) -RSA: CV error for sample group 32 = 3.149e-03 (max unscaled) -RSAnalysis:: L 1: CV group 32 processed -RSAnalysis:: L 1: processing CV group 33 (out of 60) -RSA: CV error for sample group 33 = -7.960e-03 (avg unscaled) -RSA: CV error for sample group 33 = 8.445e-03 (rms unscaled) -RSA: CV error for sample group 33 = 1.078e-02 (max unscaled) -RSAnalysis:: L 1: CV group 33 processed -RSAnalysis:: L 1: processing CV group 34 (out of 60) -RSA: CV error for sample group 34 = 7.608e-03 (avg unscaled) -RSA: CV error for sample group 34 = 7.608e-03 (rms unscaled) -RSA: CV error for sample group 34 = 7.610e-03 (max unscaled) -RSAnalysis:: L 1: CV group 34 processed -RSAnalysis:: L 1: processing CV group 35 (out of 60) -RSA: CV error for sample group 35 = -5.630e-03 (avg unscaled) -RSA: CV error for sample group 35 = 7.625e-03 (rms unscaled) -RSA: CV error for sample group 35 = 1.077e-02 (max unscaled) -RSAnalysis:: L 1: CV group 35 processed -RSAnalysis:: L 1: processing CV group 36 (out of 60) -RSA: CV error for sample group 36 = 1.090e-04 (avg unscaled) -RSA: CV error for sample group 36 = 1.585e-03 (rms unscaled) -RSA: CV error for sample group 36 = 1.691e-03 (max unscaled) -RSAnalysis:: L 1: CV group 36 processed -RSAnalysis:: L 1: processing CV group 37 (out of 60) -RSA: CV error for sample group 37 = 6.302e-03 (avg unscaled) -RSA: CV error for sample group 37 = 8.095e-03 (rms unscaled) -RSA: CV error for sample group 37 = 1.138e-02 (max unscaled) -RSAnalysis:: L 1: CV group 37 processed -RSAnalysis:: L 1: processing CV group 38 (out of 60) -RSA: CV error for sample group 38 = -2.799e-03 (avg unscaled) -RSA: CV error for sample group 38 = 4.280e-03 (rms unscaled) -RSA: CV error for sample group 38 = 6.037e-03 (max unscaled) -RSAnalysis:: L 1: CV group 38 processed -RSAnalysis:: L 1: processing CV group 39 (out of 60) -RSA: CV error for sample group 39 = 3.661e-03 (avg unscaled) -RSA: CV error for sample group 39 = 7.103e-03 (rms unscaled) -RSA: CV error for sample group 39 = 9.748e-03 (max unscaled) -RSAnalysis:: L 1: CV group 39 processed -RSAnalysis:: L 1: processing CV group 40 (out of 60) -RSA: CV error for sample group 40 = -4.044e-03 (avg unscaled) -RSA: CV error for sample group 40 = 6.302e-03 (rms unscaled) -RSA: CV error for sample group 40 = 8.877e-03 (max unscaled) -RSAnalysis:: L 1: CV group 40 processed -RSAnalysis:: L 1: processing CV group 41 (out of 60) -RSA: CV error for sample group 41 = -1.307e-03 (avg unscaled) -RSA: CV error for sample group 41 = 2.597e-03 (rms unscaled) -RSA: CV error for sample group 41 = 3.551e-03 (max unscaled) -RSAnalysis:: L 1: CV group 41 processed -RSAnalysis:: L 1: processing CV group 42 (out of 60) -RSA: CV error for sample group 42 = -5.150e-03 (avg unscaled) -RSA: CV error for sample group 42 = 6.509e-03 (rms unscaled) -RSA: CV error for sample group 42 = 9.130e-03 (max unscaled) -RSAnalysis:: L 1: CV group 42 processed -RSAnalysis:: L 1: processing CV group 43 (out of 60) -RSA: CV error for sample group 43 = 7.040e-04 (avg unscaled) -RSA: CV error for sample group 43 = 7.060e-03 (rms unscaled) -RSA: CV error for sample group 43 = 7.729e-03 (max unscaled) -RSAnalysis:: L 1: CV group 43 processed -RSAnalysis:: L 1: processing CV group 44 (out of 60) -RSA: CV error for sample group 44 = -1.000e-03 (avg unscaled) -RSA: CV error for sample group 44 = 5.476e-03 (rms unscaled) -RSA: CV error for sample group 44 = 6.384e-03 (max unscaled) -RSAnalysis:: L 1: CV group 44 processed -RSAnalysis:: L 1: processing CV group 45 (out of 60) -RSA: CV error for sample group 45 = -3.286e-03 (avg unscaled) -RSA: CV error for sample group 45 = 4.017e-03 (rms unscaled) -RSA: CV error for sample group 45 = 5.597e-03 (max unscaled) -RSAnalysis:: L 1: CV group 45 processed -RSAnalysis:: L 1: processing CV group 46 (out of 60) -RSA: CV error for sample group 46 = -3.498e-04 (avg unscaled) -RSA: CV error for sample group 46 = 5.139e-03 (rms unscaled) -RSA: CV error for sample group 46 = 5.477e-03 (max unscaled) -RSAnalysis:: L 1: CV group 46 processed -RSAnalysis:: L 1: processing CV group 47 (out of 60) -RSA: CV error for sample group 47 = -5.173e-03 (avg unscaled) -RSA: CV error for sample group 47 = 8.015e-03 (rms unscaled) -RSA: CV error for sample group 47 = 1.129e-02 (max unscaled) -RSAnalysis:: L 1: CV group 47 processed -RSAnalysis:: L 1: processing CV group 48 (out of 60) -RSA: CV error for sample group 48 = 6.915e-03 (avg unscaled) -RSA: CV error for sample group 48 = 9.578e-03 (rms unscaled) -RSA: CV error for sample group 48 = 1.354e-02 (max unscaled) -RSAnalysis:: L 1: CV group 48 processed -RSAnalysis:: L 1: processing CV group 49 (out of 60) -RSA: CV error for sample group 49 = 3.554e-03 (avg unscaled) -RSA: CV error for sample group 49 = 7.611e-03 (rms unscaled) -RSA: CV error for sample group 49 = 1.028e-02 (max unscaled) -RSAnalysis:: L 1: CV group 49 processed -RSAnalysis:: L 1: processing CV group 50 (out of 60) -RSA: CV error for sample group 50 = -1.777e-03 (avg unscaled) -RSA: CV error for sample group 50 = 3.454e-03 (rms unscaled) -RSA: CV error for sample group 50 = 4.739e-03 (max unscaled) -RSAnalysis:: L 1: CV group 50 processed -RSAnalysis:: L 1: processing CV group 51 (out of 60) -RSA: CV error for sample group 51 = -1.820e-03 (avg unscaled) -RSA: CV error for sample group 51 = 5.307e-03 (rms unscaled) -RSA: CV error for sample group 51 = 6.805e-03 (max unscaled) -RSAnalysis:: L 1: CV group 51 processed -RSAnalysis:: L 1: processing CV group 52 (out of 60) -RSA: CV error for sample group 52 = 2.673e-03 (avg unscaled) -RSA: CV error for sample group 52 = 3.198e-03 (rms unscaled) -RSA: CV error for sample group 52 = 4.428e-03 (max unscaled) -RSAnalysis:: L 1: CV group 52 processed -RSAnalysis:: L 1: processing CV group 53 (out of 60) -RSA: CV error for sample group 53 = 4.979e-03 (avg unscaled) -RSA: CV error for sample group 53 = 5.193e-03 (rms unscaled) -RSA: CV error for sample group 53 = 6.453e-03 (max unscaled) -RSAnalysis:: L 1: CV group 53 processed -RSAnalysis:: L 1: processing CV group 54 (out of 60) -RSA: CV error for sample group 54 = 3.249e-03 (avg unscaled) -RSA: CV error for sample group 54 = 1.150e-02 (rms unscaled) -RSA: CV error for sample group 54 = 1.428e-02 (max unscaled) -RSAnalysis:: L 1: CV group 54 processed -RSAnalysis:: L 1: processing CV group 55 (out of 60) -RSA: CV error for sample group 55 = -3.594e-03 (avg unscaled) -RSA: CV error for sample group 55 = 3.786e-03 (rms unscaled) -RSA: CV error for sample group 55 = 4.784e-03 (max unscaled) -RSAnalysis:: L 1: CV group 55 processed -RSAnalysis:: L 1: processing CV group 56 (out of 60) -RSA: CV error for sample group 56 = 9.340e-03 (avg unscaled) -RSA: CV error for sample group 56 = 9.443e-03 (rms unscaled) -RSA: CV error for sample group 56 = 1.073e-02 (max unscaled) -RSAnalysis:: L 1: CV group 56 processed -RSAnalysis:: L 1: processing CV group 57 (out of 60) -RSA: CV error for sample group 57 = 2.295e-03 (avg unscaled) -RSA: CV error for sample group 57 = 3.846e-03 (rms unscaled) -RSA: CV error for sample group 57 = 5.381e-03 (max unscaled) -RSAnalysis:: L 1: CV group 57 processed -RSAnalysis:: L 1: processing CV group 58 (out of 60) -RSA: CV error for sample group 58 = 2.466e-03 (avg unscaled) -RSA: CV error for sample group 58 = 5.044e-03 (rms unscaled) -RSA: CV error for sample group 58 = 6.866e-03 (max unscaled) -RSAnalysis:: L 1: CV group 58 processed -RSAnalysis:: L 1: processing CV group 59 (out of 60) -RSA: CV error for sample group 59 = 6.706e-03 (avg unscaled) -RSA: CV error for sample group 59 = 7.773e-03 (rms unscaled) -RSA: CV error for sample group 59 = 1.064e-02 (max unscaled) -RSAnalysis:: L 1: CV group 59 processed -RSAnalysis:: L 1: processing CV group 60 (out of 60) -RSA: CV error for sample group 60 = -8.340e-03 (avg unscaled) -RSA: CV error for sample group 60 = 9.063e-03 (rms unscaled) -RSA: CV error for sample group 60 = 1.189e-02 (max unscaled) -RSAnalysis:: L 1: CV group 60 processed -RSA: first member of sample group 1 = 28 -RSA: CV error for sample group 1 = 1.127e-03 (avg unscaled) -RSA: CV error for sample group 1 = 1.497e-02 (avg scaled) -RSA: CV error for sample group 1 = 2.230e-03 (rms unscaled) -RSA: CV error for sample group 1 = 2.783e-02 (rms scaled) -RSA: CV error for sample group 1 = 3.052e-03 (max unscaled,BASE=7.940e-02) -RSA: CV error for sample group 1 = 3.843e-02 (max scaled,BASE=7.940e-02) -RSA: CV error for sample group 1 = 3.484e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 2 = 42 -RSA: CV error for sample group 2 = -3.263e-03 (avg unscaled) -RSA: CV error for sample group 2 = -4.334e-02 (avg scaled) -RSA: CV error for sample group 2 = 3.374e-03 (rms unscaled) -RSA: CV error for sample group 2 = 4.609e-02 (rms scaled) -RSA: CV error for sample group 2 = 4.120e-03 (max unscaled,BASE=6.980e-02) -RSA: CV error for sample group 2 = 5.902e-02 (max scaled,BASE=6.980e-02) -RSA: CV error for sample group 2 = 4.703e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 3 = 70 -RSA: CV error for sample group 3 = 1.366e-04 (avg unscaled) -RSA: CV error for sample group 3 = 2.090e-03 (avg scaled) -RSA: CV error for sample group 3 = 1.535e-04 (rms unscaled) -RSA: CV error for sample group 3 = 2.365e-03 (rms scaled) -RSA: CV error for sample group 3 = 2.065e-04 (max unscaled,BASE=6.460e-02) -RSA: CV error for sample group 3 = 3.197e-03 (max scaled,BASE=6.460e-02) -RSA: CV error for sample group 3 = 2.357e-03 (max scaled by (ymax-ymin)) -RSA: first member of sample group 4 = 25 -RSA: CV error for sample group 4 = -3.472e-03 (avg unscaled) -RSA: CV error for sample group 4 = -5.476e-02 (avg scaled) -RSA: CV error for sample group 4 = 3.487e-03 (rms unscaled) -RSA: CV error for sample group 4 = 5.623e-02 (rms scaled) -RSA: CV error for sample group 4 = 3.796e-03 (max unscaled,BASE=5.620e-02) -RSA: CV error for sample group 4 = 6.754e-02 (max scaled,BASE=5.620e-02) -RSA: CV error for sample group 4 = 4.333e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 5 = 120 -RSA: CV error for sample group 5 = 3.891e-03 (avg unscaled) -RSA: CV error for sample group 5 = 5.201e-02 (avg scaled) -RSA: CV error for sample group 5 = 4.013e-03 (rms unscaled) -RSA: CV error for sample group 5 = 5.241e-02 (rms scaled) -RSA: CV error for sample group 5 = 4.872e-03 (max unscaled,BASE=8.340e-02) -RSA: CV error for sample group 5 = 5.842e-02 (max scaled,BASE=8.340e-02) -RSA: CV error for sample group 5 = 5.562e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 6 = 9 -RSA: CV error for sample group 6 = -5.272e-03 (avg unscaled) -RSA: CV error for sample group 6 = -8.715e-02 (avg scaled) -RSA: CV error for sample group 6 = 5.278e-03 (rms unscaled) -RSA: CV error for sample group 6 = 8.956e-02 (rms scaled) -RSA: CV error for sample group 6 = 5.522e-03 (max unscaled,BASE=8.300e-02) -RSA: CV error for sample group 6 = 1.078e-01 (max scaled,BASE=4.660e-02) -RSA: CV error for sample group 6 = 6.304e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 7 = 35 -RSA: CV error for sample group 7 = 3.218e-03 (avg unscaled) -RSA: CV error for sample group 7 = 4.343e-02 (avg scaled) -RSA: CV error for sample group 7 = 3.511e-03 (rms unscaled) -RSA: CV error for sample group 7 = 5.039e-02 (rms scaled) -RSA: CV error for sample group 7 = 4.622e-03 (max unscaled,BASE=6.700e-02) -RSA: CV error for sample group 7 = 6.898e-02 (max scaled,BASE=6.700e-02) -RSA: CV error for sample group 7 = 5.276e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 8 = 116 -RSA: CV error for sample group 8 = 1.269e-03 (avg unscaled) -RSA: CV error for sample group 8 = 2.925e-02 (avg scaled) -RSA: CV error for sample group 8 = 1.811e-03 (rms unscaled) -RSA: CV error for sample group 8 = 4.174e-02 (rms scaled) -RSA: CV error for sample group 8 = 2.562e-03 (max unscaled,BASE=4.340e-02) -RSA: CV error for sample group 8 = 5.902e-02 (max scaled,BASE=4.340e-02) -RSA: CV error for sample group 8 = 2.924e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 9 = 117 -RSA: CV error for sample group 9 = -7.955e-04 (avg unscaled) -RSA: CV error for sample group 9 = -2.242e-02 (avg scaled) -RSA: CV error for sample group 9 = 2.794e-03 (rms unscaled) -RSA: CV error for sample group 9 = 5.674e-02 (rms scaled) -RSA: CV error for sample group 9 = 3.474e-03 (max unscaled,BASE=4.660e-02) -RSA: CV error for sample group 9 = 7.455e-02 (max scaled,BASE=4.660e-02) -RSA: CV error for sample group 9 = 3.966e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 10 = 44 -RSA: CV error for sample group 10 = -5.989e-04 (avg unscaled) -RSA: CV error for sample group 10 = -1.008e-02 (avg scaled) -RSA: CV error for sample group 10 = 3.842e-03 (rms unscaled) -RSA: CV error for sample group 10 = 6.468e-02 (rms scaled) -RSA: CV error for sample group 10 = 4.394e-03 (max unscaled,BASE=5.940e-02) -RSA: CV error for sample group 10 = 7.397e-02 (max scaled,BASE=5.940e-02) -RSA: CV error for sample group 10 = 5.016e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 11 = 16 -RSA: CV error for sample group 11 = -2.887e-03 (avg unscaled) -RSA: CV error for sample group 11 = -1.083e-02 (avg scaled) -RSA: CV error for sample group 11 = 1.058e-02 (rms unscaled) -RSA: CV error for sample group 11 = 1.332e-01 (rms scaled) -RSA: CV error for sample group 11 = 1.306e-02 (max unscaled,BASE=9.100e-02) -RSA: CV error for sample group 11 = 1.435e-01 (max scaled,BASE=9.100e-02) -RSA: CV error for sample group 11 = 1.491e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 12 = 38 -RSA: CV error for sample group 12 = 5.155e-04 (avg unscaled) -RSA: CV error for sample group 12 = 9.808e-03 (avg scaled) -RSA: CV error for sample group 12 = 2.540e-03 (rms unscaled) -RSA: CV error for sample group 12 = 3.687e-02 (rms scaled) -RSA: CV error for sample group 12 = 3.002e-03 (max unscaled,BASE=6.620e-02) -RSA: CV error for sample group 12 = 4.535e-02 (max scaled,BASE=6.620e-02) -RSA: CV error for sample group 12 = 3.427e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 13 = 68 -RSA: CV error for sample group 13 = -3.805e-04 (avg unscaled) -RSA: CV error for sample group 13 = -8.165e-03 (avg scaled) -RSA: CV error for sample group 13 = 6.403e-04 (rms unscaled) -RSA: CV error for sample group 13 = 1.374e-02 (rms scaled) -RSA: CV error for sample group 13 = 8.955e-04 (max unscaled,BASE=4.660e-02) -RSA: CV error for sample group 13 = 1.922e-02 (max scaled,BASE=4.660e-02) -RSA: CV error for sample group 13 = 1.022e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 14 = 19 -RSA: CV error for sample group 14 = 4.569e-04 (avg unscaled) -RSA: CV error for sample group 14 = 2.913e-03 (avg scaled) -RSA: CV error for sample group 14 = 1.014e-03 (rms unscaled) -RSA: CV error for sample group 14 = 1.071e-02 (rms scaled) -RSA: CV error for sample group 14 = 1.362e-03 (max unscaled,BASE=1.030e-01) -RSA: CV error for sample group 14 = 1.322e-02 (max scaled,BASE=1.030e-01) -RSA: CV error for sample group 14 = 1.555e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 15 = 95 -RSA: CV error for sample group 15 = 3.295e-03 (avg unscaled) -RSA: CV error for sample group 15 = 5.320e-02 (avg scaled) -RSA: CV error for sample group 15 = 3.320e-03 (rms unscaled) -RSA: CV error for sample group 15 = 5.592e-02 (rms scaled) -RSA: CV error for sample group 15 = 3.704e-03 (max unscaled,BASE=5.260e-02) -RSA: CV error for sample group 15 = 7.042e-02 (max scaled,BASE=5.260e-02) -RSA: CV error for sample group 15 = 4.229e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 16 = 63 -RSA: CV error for sample group 16 = 2.613e-03 (avg unscaled) -RSA: CV error for sample group 16 = 6.893e-02 (avg scaled) -RSA: CV error for sample group 16 = 1.375e-02 (rms unscaled) -RSA: CV error for sample group 16 = 1.724e-01 (rms scaled) -RSA: CV error for sample group 16 = 1.612e-02 (max unscaled,BASE=7.100e-02) -RSA: CV error for sample group 16 = 2.270e-01 (max scaled,BASE=7.100e-02) -RSA: CV error for sample group 16 = 1.840e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 17 = 101 -RSA: CV error for sample group 17 = -4.793e-03 (avg unscaled) -RSA: CV error for sample group 17 = -5.728e-02 (avg scaled) -RSA: CV error for sample group 17 = 4.905e-03 (rms unscaled) -RSA: CV error for sample group 17 = 5.792e-02 (rms scaled) -RSA: CV error for sample group 17 = 5.837e-03 (max unscaled,BASE=8.860e-02) -RSA: CV error for sample group 17 = 6.587e-02 (max scaled,BASE=8.860e-02) -RSA: CV error for sample group 17 = 6.663e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 18 = 62 -RSA: CV error for sample group 18 = 7.771e-03 (avg unscaled) -RSA: CV error for sample group 18 = 9.845e-02 (avg scaled) -RSA: CV error for sample group 18 = 1.302e-02 (rms unscaled) -RSA: CV error for sample group 18 = 1.639e-01 (rms scaled) -RSA: CV error for sample group 18 = 1.822e-02 (max unscaled,BASE=7.940e-02) -RSA: CV error for sample group 18 = 2.295e-01 (max scaled,BASE=7.940e-02) -RSA: CV error for sample group 18 = 2.080e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 19 = 6 -RSA: CV error for sample group 19 = 4.141e-03 (avg unscaled) -RSA: CV error for sample group 19 = 7.805e-02 (avg scaled) -RSA: CV error for sample group 19 = 4.303e-03 (rms unscaled) -RSA: CV error for sample group 19 = 8.815e-02 (rms scaled) -RSA: CV error for sample group 19 = 5.308e-03 (max unscaled,BASE=4.460e-02) -RSA: CV error for sample group 19 = 1.190e-01 (max scaled,BASE=4.460e-02) -RSA: CV error for sample group 19 = 6.060e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 20 = 1 -RSA: CV error for sample group 20 = 4.141e-03 (avg unscaled) -RSA: CV error for sample group 20 = 9.312e-02 (avg scaled) -RSA: CV error for sample group 20 = 4.247e-03 (rms unscaled) -RSA: CV error for sample group 20 = 9.312e-02 (rms scaled) -RSA: CV error for sample group 20 = 5.083e-03 (max unscaled,BASE=5.420e-02) -RSA: CV error for sample group 20 = 9.378e-02 (max scaled,BASE=5.420e-02) -RSA: CV error for sample group 20 = 5.802e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 21 = 69 -RSA: CV error for sample group 21 = -1.009e-02 (avg unscaled) -RSA: CV error for sample group 21 = -8.705e-02 (avg scaled) -RSA: CV error for sample group 21 = 1.993e-02 (rms unscaled) -RSA: CV error for sample group 21 = 1.925e-01 (rms scaled) -RSA: CV error for sample group 21 = 2.728e-02 (max unscaled,BASE=1.054e-01) -RSA: CV error for sample group 21 = 2.588e-01 (max scaled,BASE=1.054e-01) -RSA: CV error for sample group 21 = 3.114e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 22 = 105 -RSA: CV error for sample group 22 = 4.635e-03 (avg unscaled) -RSA: CV error for sample group 22 = 6.581e-02 (avg scaled) -RSA: CV error for sample group 22 = 4.769e-03 (rms unscaled) -RSA: CV error for sample group 22 = 6.686e-02 (rms scaled) -RSA: CV error for sample group 22 = 5.760e-03 (max unscaled,BASE=7.420e-02) -RSA: CV error for sample group 22 = 7.763e-02 (max scaled,BASE=7.420e-02) -RSA: CV error for sample group 22 = 6.575e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 23 = 11 -RSA: CV error for sample group 23 = -7.140e-03 (avg unscaled) -RSA: CV error for sample group 23 = -8.560e-02 (avg scaled) -RSA: CV error for sample group 23 = 8.207e-03 (rms unscaled) -RSA: CV error for sample group 23 = 9.661e-02 (rms scaled) -RSA: CV error for sample group 23 = 1.119e-02 (max unscaled,BASE=8.580e-02) -RSA: CV error for sample group 23 = 1.304e-01 (max scaled,BASE=8.580e-02) -RSA: CV error for sample group 23 = 1.277e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 24 = 57 -RSA: CV error for sample group 24 = -2.820e-04 (avg unscaled) -RSA: CV error for sample group 24 = -1.072e-02 (avg scaled) -RSA: CV error for sample group 24 = 5.187e-03 (rms unscaled) -RSA: CV error for sample group 24 = 7.112e-02 (rms scaled) -RSA: CV error for sample group 24 = 5.461e-03 (max unscaled,BASE=6.740e-02) -RSA: CV error for sample group 24 = 8.103e-02 (max scaled,BASE=6.740e-02) -RSA: CV error for sample group 24 = 6.234e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 25 = 46 -RSA: CV error for sample group 25 = -2.382e-03 (avg unscaled) -RSA: CV error for sample group 25 = -4.161e-02 (avg scaled) -RSA: CV error for sample group 25 = 3.148e-03 (rms unscaled) -RSA: CV error for sample group 25 = 5.451e-02 (rms scaled) -RSA: CV error for sample group 25 = 4.440e-03 (max unscaled,BASE=5.780e-02) -RSA: CV error for sample group 25 = 7.682e-02 (max scaled,BASE=5.780e-02) -RSA: CV error for sample group 25 = 5.069e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 26 = 93 -RSA: CV error for sample group 26 = 1.184e-04 (avg unscaled) -RSA: CV error for sample group 26 = 1.108e-02 (avg scaled) -RSA: CV error for sample group 26 = 4.955e-03 (rms unscaled) -RSA: CV error for sample group 26 = 5.943e-02 (rms scaled) -RSA: CV error for sample group 26 = 5.072e-03 (max unscaled,BASE=7.300e-02) -RSA: CV error for sample group 26 = 6.948e-02 (max scaled,BASE=7.300e-02) -RSA: CV error for sample group 26 = 5.790e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 27 = 5 -RSA: CV error for sample group 27 = -1.649e-03 (avg unscaled) -RSA: CV error for sample group 27 = -1.242e-02 (avg scaled) -RSA: CV error for sample group 27 = 2.788e-03 (rms unscaled) -RSA: CV error for sample group 27 = 2.938e-02 (rms scaled) -RSA: CV error for sample group 27 = 3.897e-03 (max unscaled,BASE=9.980e-02) -RSA: CV error for sample group 27 = 3.904e-02 (max scaled,BASE=9.980e-02) -RSA: CV error for sample group 27 = 4.448e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 28 = 112 -RSA: CV error for sample group 28 = 3.107e-03 (avg unscaled) -RSA: CV error for sample group 28 = 4.451e-02 (avg scaled) -RSA: CV error for sample group 28 = 3.141e-03 (rms unscaled) -RSA: CV error for sample group 28 = 4.976e-02 (rms scaled) -RSA: CV error for sample group 28 = 3.564e-03 (max unscaled,BASE=5.340e-02) -RSA: CV error for sample group 28 = 6.675e-02 (max scaled,BASE=5.340e-02) -RSA: CV error for sample group 28 = 4.069e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 29 = 109 -RSA: CV error for sample group 29 = 1.756e-03 (avg unscaled) -RSA: CV error for sample group 29 = 5.205e-02 (avg scaled) -RSA: CV error for sample group 29 = 4.921e-03 (rms unscaled) -RSA: CV error for sample group 29 = 9.809e-02 (rms scaled) -RSA: CV error for sample group 29 = 6.354e-03 (max unscaled,BASE=4.700e-02) -RSA: CV error for sample group 29 = 1.352e-01 (max scaled,BASE=4.700e-02) -RSA: CV error for sample group 29 = 7.253e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 30 = 59 -RSA: CV error for sample group 30 = -6.498e-03 (avg unscaled) -RSA: CV error for sample group 30 = -1.134e-01 (avg scaled) -RSA: CV error for sample group 30 = 7.790e-03 (rms unscaled) -RSA: CV error for sample group 30 = 1.289e-01 (rms scaled) -RSA: CV error for sample group 30 = 1.080e-02 (max unscaled,BASE=6.180e-02) -RSA: CV error for sample group 30 = 1.747e-01 (max scaled,BASE=6.180e-02) -RSA: CV error for sample group 30 = 1.232e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 31 = 65 -RSA: CV error for sample group 31 = -2.133e-03 (avg unscaled) -RSA: CV error for sample group 31 = -4.175e-02 (avg scaled) -RSA: CV error for sample group 31 = 3.999e-03 (rms unscaled) -RSA: CV error for sample group 31 = 7.073e-02 (rms scaled) -RSA: CV error for sample group 31 = 5.516e-03 (max unscaled,BASE=5.580e-02) -RSA: CV error for sample group 31 = 9.885e-02 (max scaled,BASE=5.580e-02) -RSA: CV error for sample group 31 = 6.296e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 32 = 111 -RSA: CV error for sample group 32 = -2.804e-03 (avg unscaled) -RSA: CV error for sample group 32 = -4.842e-02 (avg scaled) -RSA: CV error for sample group 32 = 2.825e-03 (rms unscaled) -RSA: CV error for sample group 32 = 4.876e-02 (rms scaled) -RSA: CV error for sample group 32 = 3.149e-03 (max unscaled,BASE=7.380e-02) -RSA: CV error for sample group 32 = 5.418e-02 (max scaled,BASE=4.540e-02) -RSA: CV error for sample group 32 = 3.595e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 33 = 76 -RSA: CV error for sample group 33 = -7.960e-03 (avg unscaled) -RSA: CV error for sample group 33 = -8.598e-02 (avg scaled) -RSA: CV error for sample group 33 = 8.445e-03 (rms unscaled) -RSA: CV error for sample group 33 = 9.042e-02 (rms scaled) -RSA: CV error for sample group 33 = 1.078e-02 (max unscaled,BASE=9.460e-02) -RSA: CV error for sample group 33 = 1.140e-01 (max scaled,BASE=9.460e-02) -RSA: CV error for sample group 33 = 1.231e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 34 = 64 -RSA: CV error for sample group 34 = 7.608e-03 (avg unscaled) -RSA: CV error for sample group 34 = 9.820e-02 (avg scaled) -RSA: CV error for sample group 34 = 7.608e-03 (rms unscaled) -RSA: CV error for sample group 34 = 9.939e-02 (rms scaled) -RSA: CV error for sample group 34 = 7.610e-03 (max unscaled,BASE=9.180e-02) -RSA: CV error for sample group 34 = 1.135e-01 (max scaled,BASE=6.700e-02) -RSA: CV error for sample group 34 = 8.687e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 35 = 30 -RSA: CV error for sample group 35 = -5.630e-03 (avg unscaled) -RSA: CV error for sample group 35 = -8.569e-02 (avg scaled) -RSA: CV error for sample group 35 = 7.625e-03 (rms unscaled) -RSA: CV error for sample group 35 = 1.146e-01 (rms scaled) -RSA: CV error for sample group 35 = 1.077e-02 (max unscaled,BASE=6.660e-02) -RSA: CV error for sample group 35 = 1.617e-01 (max scaled,BASE=6.660e-02) -RSA: CV error for sample group 35 = 1.230e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 36 = 36 -RSA: CV error for sample group 36 = 1.090e-04 (avg unscaled) -RSA: CV error for sample group 36 = 5.557e-03 (avg scaled) -RSA: CV error for sample group 36 = 1.585e-03 (rms unscaled) -RSA: CV error for sample group 36 = 2.474e-02 (rms scaled) -RSA: CV error for sample group 36 = 1.691e-03 (max unscaled,BASE=5.700e-02) -RSA: CV error for sample group 36 = 2.966e-02 (max scaled,BASE=5.700e-02) -RSA: CV error for sample group 36 = 1.930e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 37 = 107 -RSA: CV error for sample group 37 = 6.302e-03 (avg unscaled) -RSA: CV error for sample group 37 = 1.101e-01 (avg scaled) -RSA: CV error for sample group 37 = 8.095e-03 (rms unscaled) -RSA: CV error for sample group 37 = 1.355e-01 (rms scaled) -RSA: CV error for sample group 37 = 1.138e-02 (max unscaled,BASE=6.020e-02) -RSA: CV error for sample group 37 = 1.891e-01 (max scaled,BASE=6.020e-02) -RSA: CV error for sample group 37 = 1.299e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 38 = 72 -RSA: CV error for sample group 38 = -2.799e-03 (avg unscaled) -RSA: CV error for sample group 38 = -4.378e-02 (avg scaled) -RSA: CV error for sample group 38 = 4.280e-03 (rms unscaled) -RSA: CV error for sample group 38 = 6.665e-02 (rms scaled) -RSA: CV error for sample group 38 = 6.037e-03 (max unscaled,BASE=6.420e-02) -RSA: CV error for sample group 38 = 9.403e-02 (max scaled,BASE=6.420e-02) -RSA: CV error for sample group 38 = 6.891e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 39 = 82 -RSA: CV error for sample group 39 = 3.661e-03 (avg unscaled) -RSA: CV error for sample group 39 = 4.556e-02 (avg scaled) -RSA: CV error for sample group 39 = 7.103e-03 (rms unscaled) -RSA: CV error for sample group 39 = 1.017e-01 (rms scaled) -RSA: CV error for sample group 39 = 9.748e-03 (max unscaled,BASE=7.140e-02) -RSA: CV error for sample group 39 = 1.365e-01 (max scaled,BASE=7.140e-02) -RSA: CV error for sample group 39 = 1.113e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 40 = 85 -RSA: CV error for sample group 40 = -4.044e-03 (avg unscaled) -RSA: CV error for sample group 40 = -4.068e-02 (avg scaled) -RSA: CV error for sample group 40 = 6.302e-03 (rms unscaled) -RSA: CV error for sample group 40 = 7.323e-02 (rms scaled) -RSA: CV error for sample group 40 = 8.877e-03 (max unscaled,BASE=8.740e-02) -RSA: CV error for sample group 40 = 1.016e-01 (max scaled,BASE=8.740e-02) -RSA: CV error for sample group 40 = 1.013e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 41 = 79 -RSA: CV error for sample group 41 = -1.307e-03 (avg unscaled) -RSA: CV error for sample group 41 = -3.988e-02 (avg scaled) -RSA: CV error for sample group 41 = 2.597e-03 (rms unscaled) -RSA: CV error for sample group 41 = 6.562e-02 (rms scaled) -RSA: CV error for sample group 41 = 3.551e-03 (max unscaled,BASE=3.860e-02) -RSA: CV error for sample group 41 = 9.199e-02 (max scaled,BASE=3.860e-02) -RSA: CV error for sample group 41 = 4.053e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 42 = 31 -RSA: CV error for sample group 42 = -5.150e-03 (avg unscaled) -RSA: CV error for sample group 42 = -5.248e-02 (avg scaled) -RSA: CV error for sample group 42 = 6.509e-03 (rms unscaled) -RSA: CV error for sample group 42 = 6.297e-02 (rms scaled) -RSA: CV error for sample group 42 = 9.130e-03 (max unscaled,BASE=1.046e-01) -RSA: CV error for sample group 42 = 8.729e-02 (max scaled,BASE=1.046e-01) -RSA: CV error for sample group 42 = 1.042e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 43 = 45 -RSA: CV error for sample group 43 = 7.040e-04 (avg unscaled) -RSA: CV error for sample group 43 = 6.115e-02 (avg scaled) -RSA: CV error for sample group 43 = 7.060e-03 (rms unscaled) -RSA: CV error for sample group 43 = 1.599e-01 (rms scaled) -RSA: CV error for sample group 43 = 7.729e-03 (max unscaled,BASE=3.700e-02) -RSA: CV error for sample group 43 = 2.089e-01 (max scaled,BASE=3.700e-02) -RSA: CV error for sample group 43 = 8.823e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 44 = 118 -RSA: CV error for sample group 44 = -1.000e-03 (avg unscaled) -RSA: CV error for sample group 44 = -4.285e-02 (avg scaled) -RSA: CV error for sample group 44 = 5.476e-03 (rms unscaled) -RSA: CV error for sample group 44 = 1.115e-01 (rms scaled) -RSA: CV error for sample group 44 = 6.384e-03 (max unscaled,BASE=4.380e-02) -RSA: CV error for sample group 44 = 1.457e-01 (max scaled,BASE=4.380e-02) -RSA: CV error for sample group 44 = 7.287e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 45 = 15 -RSA: CV error for sample group 45 = -3.286e-03 (avg unscaled) -RSA: CV error for sample group 45 = -5.159e-02 (avg scaled) -RSA: CV error for sample group 45 = 4.017e-03 (rms unscaled) -RSA: CV error for sample group 45 = 6.150e-02 (rms scaled) -RSA: CV error for sample group 45 = 5.597e-03 (max unscaled,BASE=6.580e-02) -RSA: CV error for sample group 45 = 8.506e-02 (max scaled,BASE=6.580e-02) -RSA: CV error for sample group 45 = 6.389e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 46 = 49 -RSA: CV error for sample group 46 = -3.498e-04 (avg unscaled) -RSA: CV error for sample group 46 = 4.661e-03 (avg scaled) -RSA: CV error for sample group 46 = 5.139e-03 (rms unscaled) -RSA: CV error for sample group 46 = 7.485e-02 (rms scaled) -RSA: CV error for sample group 46 = 5.477e-03 (max unscaled,BASE=7.820e-02) -RSA: CV error for sample group 46 = 7.936e-02 (max scaled,BASE=6.020e-02) -RSA: CV error for sample group 46 = 6.252e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 47 = 47 -RSA: CV error for sample group 47 = -5.173e-03 (avg unscaled) -RSA: CV error for sample group 47 = -4.818e-02 (avg scaled) -RSA: CV error for sample group 47 = 8.015e-03 (rms unscaled) -RSA: CV error for sample group 47 = 7.648e-02 (rms scaled) -RSA: CV error for sample group 47 = 1.129e-02 (max unscaled,BASE=1.050e-01) -RSA: CV error for sample group 47 = 1.076e-01 (max scaled,BASE=1.050e-01) -RSA: CV error for sample group 47 = 1.289e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 48 = 77 -RSA: CV error for sample group 48 = 6.915e-03 (avg unscaled) -RSA: CV error for sample group 48 = 7.712e-02 (avg scaled) -RSA: CV error for sample group 48 = 9.578e-03 (rms unscaled) -RSA: CV error for sample group 48 = 1.062e-01 (rms scaled) -RSA: CV error for sample group 48 = 1.354e-02 (max unscaled,BASE=9.020e-02) -RSA: CV error for sample group 48 = 1.501e-01 (max scaled,BASE=9.020e-02) -RSA: CV error for sample group 48 = 1.546e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 49 = 96 -RSA: CV error for sample group 49 = 3.554e-03 (avg unscaled) -RSA: CV error for sample group 49 = 1.153e-01 (avg scaled) -RSA: CV error for sample group 49 = 7.611e-03 (rms unscaled) -RSA: CV error for sample group 49 = 2.098e-01 (rms scaled) -RSA: CV error for sample group 49 = 1.028e-02 (max unscaled,BASE=3.540e-02) -RSA: CV error for sample group 49 = 2.905e-01 (max scaled,BASE=3.540e-02) -RSA: CV error for sample group 49 = 1.174e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 50 = 21 -RSA: CV error for sample group 50 = -1.777e-03 (avg unscaled) -RSA: CV error for sample group 50 = -1.883e-02 (avg scaled) -RSA: CV error for sample group 50 = 3.454e-03 (rms unscaled) -RSA: CV error for sample group 50 = 3.686e-02 (rms scaled) -RSA: CV error for sample group 50 = 4.739e-03 (max unscaled,BASE=9.380e-02) -RSA: CV error for sample group 50 = 5.052e-02 (max scaled,BASE=9.380e-02) -RSA: CV error for sample group 50 = 5.410e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 51 = 56 -RSA: CV error for sample group 51 = -1.820e-03 (avg unscaled) -RSA: CV error for sample group 51 = -3.168e-02 (avg scaled) -RSA: CV error for sample group 51 = 5.307e-03 (rms unscaled) -RSA: CV error for sample group 51 = 6.967e-02 (rms scaled) -RSA: CV error for sample group 51 = 6.805e-03 (max unscaled,BASE=7.260e-02) -RSA: CV error for sample group 51 = 9.373e-02 (max scaled,BASE=7.260e-02) -RSA: CV error for sample group 51 = 7.768e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 52 = 84 -RSA: CV error for sample group 52 = 2.673e-03 (avg unscaled) -RSA: CV error for sample group 52 = 3.538e-02 (avg scaled) -RSA: CV error for sample group 52 = 3.198e-03 (rms unscaled) -RSA: CV error for sample group 52 = 4.142e-02 (rms scaled) -RSA: CV error for sample group 52 = 4.428e-03 (max unscaled,BASE=7.780e-02) -RSA: CV error for sample group 52 = 5.692e-02 (max scaled,BASE=7.780e-02) -RSA: CV error for sample group 52 = 5.055e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 53 = 41 -RSA: CV error for sample group 53 = 4.979e-03 (avg unscaled) -RSA: CV error for sample group 53 = 5.291e-02 (avg scaled) -RSA: CV error for sample group 53 = 5.193e-03 (rms unscaled) -RSA: CV error for sample group 53 = 5.456e-02 (rms scaled) -RSA: CV error for sample group 53 = 6.453e-03 (max unscaled,BASE=9.740e-02) -RSA: CV error for sample group 53 = 6.625e-02 (max scaled,BASE=9.740e-02) -RSA: CV error for sample group 53 = 7.366e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 54 = 3 -RSA: CV error for sample group 54 = 3.249e-03 (avg unscaled) -RSA: CV error for sample group 54 = 1.083e-01 (avg scaled) -RSA: CV error for sample group 54 = 1.150e-02 (rms unscaled) -RSA: CV error for sample group 54 = 2.281e-01 (rms scaled) -RSA: CV error for sample group 54 = 1.428e-02 (max unscaled,BASE=4.620e-02) -RSA: CV error for sample group 54 = 3.091e-01 (max scaled,BASE=4.620e-02) -RSA: CV error for sample group 54 = 1.630e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 55 = 10 -RSA: CV error for sample group 55 = -3.594e-03 (avg unscaled) -RSA: CV error for sample group 55 = -5.797e-02 (avg scaled) -RSA: CV error for sample group 55 = 3.786e-03 (rms unscaled) -RSA: CV error for sample group 55 = 6.055e-02 (rms scaled) -RSA: CV error for sample group 55 = 4.784e-03 (max unscaled,BASE=6.340e-02) -RSA: CV error for sample group 55 = 7.545e-02 (max scaled,BASE=6.340e-02) -RSA: CV error for sample group 55 = 5.461e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 56 = 89 -RSA: CV error for sample group 56 = 9.340e-03 (avg unscaled) -RSA: CV error for sample group 56 = 1.867e-01 (avg scaled) -RSA: CV error for sample group 56 = 9.443e-03 (rms unscaled) -RSA: CV error for sample group 56 = 1.882e-01 (rms scaled) -RSA: CV error for sample group 56 = 1.073e-02 (max unscaled,BASE=6.580e-02) -RSA: CV error for sample group 56 = 2.103e-01 (max scaled,BASE=3.780e-02) -RSA: CV error for sample group 56 = 1.225e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 57 = 75 -RSA: CV error for sample group 57 = 2.295e-03 (avg unscaled) -RSA: CV error for sample group 57 = 4.826e-02 (avg scaled) -RSA: CV error for sample group 57 = 3.846e-03 (rms unscaled) -RSA: CV error for sample group 57 = 7.618e-02 (rms scaled) -RSA: CV error for sample group 57 = 5.381e-03 (max unscaled,BASE=5.020e-02) -RSA: CV error for sample group 57 = 1.072e-01 (max scaled,BASE=5.020e-02) -RSA: CV error for sample group 57 = 6.143e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 58 = 27 -RSA: CV error for sample group 58 = 2.466e-03 (avg unscaled) -RSA: CV error for sample group 58 = 3.495e-02 (avg scaled) -RSA: CV error for sample group 58 = 5.044e-03 (rms unscaled) -RSA: CV error for sample group 58 = 7.603e-02 (rms scaled) -RSA: CV error for sample group 58 = 6.866e-03 (max unscaled,BASE=6.700e-02) -RSA: CV error for sample group 58 = 1.025e-01 (max scaled,BASE=6.700e-02) -RSA: CV error for sample group 58 = 7.837e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 59 = 26 -RSA: CV error for sample group 59 = 6.706e-03 (avg unscaled) -RSA: CV error for sample group 59 = 1.165e-01 (avg scaled) -RSA: CV error for sample group 59 = 7.773e-03 (rms unscaled) -RSA: CV error for sample group 59 = 1.261e-01 (rms scaled) -RSA: CV error for sample group 59 = 1.064e-02 (max unscaled,BASE=6.460e-02) -RSA: CV error for sample group 59 = 1.646e-01 (max scaled,BASE=6.460e-02) -RSA: CV error for sample group 59 = 1.214e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 60 = 80 -RSA: CV error for sample group 60 = -8.340e-03 (avg unscaled) -RSA: CV error for sample group 60 = -1.361e-01 (avg scaled) -RSA: CV error for sample group 60 = 9.063e-03 (rms unscaled) -RSA: CV error for sample group 60 = 1.549e-01 (rms scaled) -RSA: CV error for sample group 60 = 1.189e-02 (max unscaled,BASE=5.660e-02) -RSA: CV error for sample group 60 = 2.100e-01 (max scaled,BASE=5.660e-02) -RSA: CV error for sample group 60 = 1.357e-01 (max scaled by (ymax-ymin)) -RSA: final CV error = -6.528e-05 (avg unscaled) -RSA: final CV error = 5.827e-03 (avg scaled) -RSA: final CV error = 6.559e-03 (rms unscaled) -RSA: final CV error = 9.724e-02 (rms scaled) -RSA: final CV error = 2.728e-02 (max unscaled, BASE=1.054e-01) -RSA: final CV error = 3.091e-01 (max scaled, BASE=4.620e-02) -RSA: final CV error = 3.114e-01 (max scaled by (ymax-ymin)) -RSA: L 1:cross validation (CV) completed. -CV error file is RSFA_CV_err.m -********************************************************************** -AnalysisManager: analysis error = 4.26e-06 psuade> ---------------------------------------------------------------------- -Available response surface tools: ----------------------------------------------------------------------- ----------------------------------------------------------------------- -0. MARS (Friedman's multivariate splines method) -==> Linear/nonlinear polynomial regression methods: -1. Linear regression -2. Quadratic regression -3. Cubic regression -4. Quartic regression (may be unstable) -5. Selective polynomial regression (user selects terms to use) -6. Derivative-based Legendre polynomial regression - - need 2 samples: the second one with nInputs derivatives. -7. Legendre polynomial regression -8. User-defined regression (user provides basis functions) -==> Other response surface methods: -10. Gaussian process (Tong's implementation) -12. Artificial neural network (not yet implemented) -15. Sum-of-trees model - - needs large samples to improve prediction accuracy -16. Sparse Grid polynomial regression - - Works only with sparse grid sampling design. -17. Kriging -18. Splines on regular grid (1D, 2D, or 3D only) - - Works only with factorial designs in 1-3D. -19. K nearest neighbors -20. Radial Basis Function -21. Acosso (by Storlie, LANL. Need R to run) -22. BSSAnova (by Storlie, LANL. Need R to run) -23. Partial Least Squares Linear Regression (PLS) - - Linear regression but geared toward the most - eigenvectors. -==> Methods based on bootstrapped aggregation: -24. MARS with bootstrap aggregating (bagging) -25. Radial Basis Function with bagging -==> Domain (input space) decomposition-based methods: - - Idea: Divide input space into subdomains to reduce cost - since each domain has a small sample size. - - Binary partitioning along most sensitive dimensioins -26. Multi-Radial Basis Function (for large samples) -27. Multi-Gaussian process (Tong, for large samples) -28. Multi-MARS (for large samples) -29. Multi-Treed Gaussian process (for large samples) -==> Homogeneous and quantile-based methods: -30. Homogeneous Legendre regression (HLR) - This method is for homogeneous inputs (same bounds). -31. Homogeneous GP (HGP) - This method is for either: - a. All inputs are homogeneous (and same bounds too). - b. Only the last input is nonhomogeneous (quantile). - Different sample points can have different quantiles. -32. Homogeneous Kriging (all homogeneous inputs: same bounds) -33. Hybrid Homogeneous GP (HyHGP). This method is for either: - a. All inputs are homogeneous (and same bounds too), or - b. Only the last input is nonhomogeneous (quantile). - - All N sample points must have same Q quantiles. - - For CV, must use nGroups be factors of N/Q, and - must not use randomization. Otherwise, CV fails. -34. Quantile GP (can be anisotropic) - This method requires - - Quantile variable as the last input. - - All N sample points have same Q quantiles. - - There must be a quantile input value of 0.5 - - For CV, must use nGroups be factors of N/Q, and - must not use randomization. Otherwise, CV fails. - Note: Similar to HGP(b) but different implementation. -Enter your choice ? Enter output number (1 - 1) = No transformation (e.g. log) on sample inputs nor outputs. -********************************************************************** -Response surface method to be used: Gaussian Process (Tong) model -====================================================================== -RSA: Output ID = 1 -RSA: Output Maximum/Minimum = 1.222000e-01 3.460000e-02 -INFO: Set printlevel higher (1-4) to display more information. -INFO: Set print level to 4 for interpolation error graphics file. -********************************************************************** -* Gaussian Process Analysis -* Default exponential degree = 2.000000e+00 -====================================================================== -GP3 training begins.... - Hyperparameter bounds 1 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 2 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 3 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 4 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 5 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 6 = -4.0000e+00 4.0000e+00 - Hyperparameter bounds 7 = -3.0000e+00 1.0000e+01 - Hyperparameter bounds 8 = -2.8000e+01 -3.0000e+00 - Hyperparameter bounds 9 = -5.0000e-01 5.0000e-01 - Hyperparameter bounds 10 = -2.4000e+01 -2.0000e+00 -GP3 training completed. -RSFA resubstitution test: - 1 : true, predicted = 1.03000000e-01 1.03000345e-01 - 2 : true, predicted = 8.38000000e-02 8.38002589e-02 - 3 : true, predicted = 6.66000000e-02 6.65986616e-02 - 4 : true, predicted = 4.66000000e-02 4.65996877e-02 - 5 : true, predicted = 5.66000000e-02 5.65995693e-02 - 6 : true, predicted = 6.38000000e-02 6.38001148e-02 - 7 : true, predicted = 7.94000000e-02 7.94003284e-02 - 8 : true, predicted = 6.70000000e-02 6.70022543e-02 - 9 : true, predicted = 4.06000000e-02 4.06003559e-02 - 10 : true, predicted = 7.42000000e-02 7.42002505e-02 - 11 : true, predicted = 4.66000000e-02 4.66001925e-02 - 12 : true, predicted = 4.46000000e-02 4.46003128e-02 - 13 : true, predicted = 6.70000000e-02 6.70002098e-02 - 14 : true, predicted = 5.94000000e-02 5.94003686e-02 - 15 : true, predicted = 7.02000000e-02 7.02005491e-02 - 16 : true, predicted = 4.54000000e-02 4.53999682e-02 - 17 : true, predicted = 7.26000000e-02 7.25993849e-02 - 18 : true, predicted = 5.58000000e-02 5.58000397e-02 - 19 : true, predicted = 6.78000000e-02 6.77996855e-02 - 20 : true, predicted = 7.94000000e-02 7.93999863e-02 - 21 : true, predicted = 5.06000000e-02 5.05993648e-02 - 22 : true, predicted = 8.86000000e-02 8.85999002e-02 - 23 : true, predicted = 8.30000000e-02 8.29995965e-02 - 24 : true, predicted = 4.70000000e-02 4.70004041e-02 - 25 : true, predicted = 7.58000000e-02 7.57999483e-02 - 26 : true, predicted = 8.46000000e-02 8.45993682e-02 - 27 : true, predicted = 6.46000000e-02 6.46002451e-02 - 28 : true, predicted = 3.78000000e-02 3.78002780e-02 - 29 : true, predicted = 6.34000000e-02 6.33995774e-02 - 30 : true, predicted = 6.18000000e-02 6.17986129e-02 - 31 : true, predicted = 8.86000000e-02 8.85998053e-02 - 32 : true, predicted = 6.58000000e-02 6.58002274e-02 - 33 : true, predicted = 6.78000000e-02 6.78000654e-02 - 34 : true, predicted = 7.38000000e-02 7.37996590e-02 - 35 : true, predicted = 8.02000000e-02 8.01999180e-02 - 36 : true, predicted = 8.22000000e-02 8.21998652e-02 - 37 : true, predicted = 8.42000000e-02 8.41994387e-02 - 38 : true, predicted = 7.94000000e-02 7.94001414e-02 - 39 : true, predicted = 3.86000000e-02 3.85989277e-02 - 40 : true, predicted = 7.30000000e-02 7.29994573e-02 - 41 : true, predicted = 8.74000000e-02 8.73990133e-02 - 42 : true, predicted = 1.22200000e-01 1.22199456e-01 - 43 : true, predicted = 8.58000000e-02 8.57989947e-02 - 44 : true, predicted = 6.46000000e-02 6.46006293e-02 - 45 : true, predicted = 4.34000000e-02 4.34003173e-02 - 46 : true, predicted = 5.78000000e-02 5.77989746e-02 - 47 : true, predicted = 6.74000000e-02 6.73998873e-02 - 48 : true, predicted = 5.34000000e-02 5.34000441e-02 - 49 : true, predicted = 9.02000000e-02 9.02011676e-02 - 50 : true, predicted = 5.98000000e-02 5.98003464e-02 - 51 : true, predicted = 1.19000000e-01 1.19000150e-01 - 52 : true, predicted = 1.04600000e-01 1.04599637e-01 - 53 : true, predicted = 1.05400000e-01 1.05398891e-01 - 54 : true, predicted = 6.98000000e-02 6.97987908e-02 - 55 : true, predicted = 8.34000000e-02 8.34016230e-02 - 56 : true, predicted = 6.58000000e-02 6.57994857e-02 - 57 : true, predicted = 6.42000000e-02 6.41996581e-02 - 58 : true, predicted = 6.06000000e-02 6.05992087e-02 - 59 : true, predicted = 4.66000000e-02 4.65997902e-02 - 60 : true, predicted = 3.90000000e-02 3.90002719e-02 - 61 : true, predicted = 7.66000000e-02 7.65987842e-02 - 62 : true, predicted = 9.98000000e-02 9.97998584e-02 - 63 : true, predicted = 4.62000000e-02 4.62007319e-02 - 64 : true, predicted = 6.62000000e-02 6.62000189e-02 - 65 : true, predicted = 4.66000000e-02 4.65997659e-02 - 66 : true, predicted = 6.70000000e-02 6.70005031e-02 - 67 : true, predicted = 6.02000000e-02 6.02008495e-02 - 68 : true, predicted = 7.42000000e-02 7.42003787e-02 - 69 : true, predicted = 9.38000000e-02 9.37999370e-02 - 70 : true, predicted = 5.26000000e-02 5.26002213e-02 - 71 : true, predicted = 9.14000000e-02 9.13994479e-02 - 72 : true, predicted = 3.94000000e-02 3.94000844e-02 - 73 : true, predicted = 5.02000000e-02 5.02007601e-02 - 74 : true, predicted = 9.74000000e-02 9.74001169e-02 - 75 : true, predicted = 8.86000000e-02 8.85981241e-02 - 76 : true, predicted = 4.66000000e-02 4.65995534e-02 - 77 : true, predicted = 1.02200000e-01 1.02199468e-01 - 78 : true, predicted = 7.30000000e-02 7.30010645e-02 - 79 : true, predicted = 4.22000000e-02 4.22002066e-02 - 80 : true, predicted = 7.70000000e-02 7.69987637e-02 - 81 : true, predicted = 6.50000000e-02 6.50007319e-02 - 82 : true, predicted = 5.38000000e-02 5.37998904e-02 - 83 : true, predicted = 5.34000000e-02 5.33999612e-02 - 84 : true, predicted = 1.04200000e-01 1.04200143e-01 - 85 : true, predicted = 9.18000000e-02 9.18019487e-02 - 86 : true, predicted = 9.22000000e-02 9.22002231e-02 - 87 : true, predicted = 5.94000000e-02 5.94001355e-02 - 88 : true, predicted = 9.38000000e-02 9.37990352e-02 - 89 : true, predicted = 8.22000000e-02 8.22022165e-02 - 90 : true, predicted = 8.70000000e-02 8.69994442e-02 - 91 : true, predicted = 5.62000000e-02 5.61992350e-02 - 92 : true, predicted = 5.94000000e-02 5.93998557e-02 - 93 : true, predicted = 6.62000000e-02 6.62004992e-02 - 94 : true, predicted = 7.66000000e-02 7.65992690e-02 - 95 : true, predicted = 5.30000000e-02 5.29996367e-02 - 96 : true, predicted = 9.10000000e-02 9.09994024e-02 - 97 : true, predicted = 5.94000000e-02 5.93996788e-02 - 98 : true, predicted = 5.06000000e-02 5.06008155e-02 - 99 : true, predicted = 8.14000000e-02 8.14001299e-02 - 100 : true, predicted = 7.10000000e-02 7.10016196e-02 - 101 : true, predicted = 9.46000000e-02 9.45995190e-02 - 102 : true, predicted = 3.46000000e-02 3.46003672e-02 - 103 : true, predicted = 7.78000000e-02 7.78000129e-02 - 104 : true, predicted = 4.38000000e-02 4.37998339e-02 - 105 : true, predicted = 6.34000000e-02 6.34008118e-02 - 106 : true, predicted = 7.70000000e-02 7.69991299e-02 - 107 : true, predicted = 3.54000000e-02 3.54002471e-02 - 108 : true, predicted = 5.42000000e-02 5.42003524e-02 - 109 : true, predicted = 5.70000000e-02 5.70000705e-02 - 110 : true, predicted = 7.14000000e-02 7.14005400e-02 - 111 : true, predicted = 7.30000000e-02 7.30004183e-02 - 112 : true, predicted = 8.02000000e-02 8.02019086e-02 - 113 : true, predicted = 6.02000000e-02 6.02001724e-02 - 114 : true, predicted = 7.50000000e-02 7.49995807e-02 - 115 : true, predicted = 6.62000000e-02 6.62002984e-02 - 116 : true, predicted = 4.22000000e-02 4.21999254e-02 - 117 : true, predicted = 3.70000000e-02 3.70007245e-02 - 118 : true, predicted = 1.05000000e-01 1.04999539e-01 - 119 : true, predicted = 7.82000000e-02 7.81998791e-02 - 120 : true, predicted = 1.01400000e-01 1.01400292e-01 -RSAnalysis: L 1: interpolation error on training set - avg error far from 0 ==> systematic bias. - rms error large ==> average error large. - max error large ==> pointwise error large. - max error scaled by (ymax-ymin) large - ==> fitting probably not good. - R-square may not always be a reliable measure. - avg error = -1.702e-09 (unscaled) - avg error = 3.206e-07 (scaled) - rms error = 7.075e-07 (unscaled) - rms error = 1.021e-05 (scaled) - max error = 2.254e-06 (unscaled, BASE=6.700e-02) - max error = 3.365e-05 ( scaled, BASE=6.700e-02) - max error = 2.573e-05 ( scaled by (ymax-ymin)) - R-square = 9.99999999e-01 -Based on 120 training points (total=120). -Interpolation error info are in RSFA_training_err.m -********************************************************************** -Next you will be asked whether to do cross validation or not. -Since cross validation iterates as many times as the number -of groups. The rs_expert mode will be turned off. To change -the default parameters for different response surface, you -will need to exit, create a config file (use genconfigfile -in command line mode), and set config option in your data file. ----------------------------------------------------------------------- -Perform cross validation ? (y or n) Enter the number of groups to validate : (2 - 120) RSFA: number of CV groups = 30 -RSAnalysis: L 1:cross validation (CV) begins... -Random selection of leave-out groups ? (y or n) RSAnalysis:: L 1: processing CV group 1 (out of 30) -RSA: CV error for sample group 1 = -5.931e-04 (avg unscaled) -RSA: CV error for sample group 1 = 5.189e-03 (rms unscaled) -RSA: CV error for sample group 1 = 7.988e-03 (max unscaled) -RSAnalysis:: L 1: CV group 1 processed -RSAnalysis:: L 1: processing CV group 2 (out of 30) -RSA: CV error for sample group 2 = 3.377e-03 (avg unscaled) -RSA: CV error for sample group 2 = 8.316e-03 (rms unscaled) -RSA: CV error for sample group 2 = 1.249e-02 (max unscaled) -RSAnalysis:: L 1: CV group 2 processed -RSAnalysis:: L 1: processing CV group 3 (out of 30) -RSA: CV error for sample group 3 = -5.427e-03 (avg unscaled) -RSA: CV error for sample group 3 = 6.325e-03 (rms unscaled) -RSA: CV error for sample group 3 = 1.076e-02 (max unscaled) -RSAnalysis:: L 1: CV group 3 processed -RSAnalysis:: L 1: processing CV group 4 (out of 30) -RSA: CV error for sample group 4 = -1.867e-03 (avg unscaled) -RSA: CV error for sample group 4 = 6.057e-03 (rms unscaled) -RSA: CV error for sample group 4 = 1.123e-02 (max unscaled) -RSAnalysis:: L 1: CV group 4 processed -RSAnalysis:: L 1: processing CV group 5 (out of 30) -RSA: CV error for sample group 5 = 4.113e-03 (avg unscaled) -RSA: CV error for sample group 5 = 4.889e-03 (rms unscaled) -RSA: CV error for sample group 5 = 6.157e-03 (max unscaled) -RSAnalysis:: L 1: CV group 5 processed -RSAnalysis:: L 1: processing CV group 6 (out of 30) -RSA: CV error for sample group 6 = -1.779e-03 (avg unscaled) -RSA: CV error for sample group 6 = 4.573e-03 (rms unscaled) -RSA: CV error for sample group 6 = 6.567e-03 (max unscaled) -RSAnalysis:: L 1: CV group 6 processed -RSAnalysis:: L 1: processing CV group 7 (out of 30) -RSA: CV error for sample group 7 = -6.356e-04 (avg unscaled) -RSA: CV error for sample group 7 = 1.100e-03 (rms unscaled) -RSA: CV error for sample group 7 = 1.494e-03 (max unscaled) -RSAnalysis:: L 1: CV group 7 processed -RSAnalysis:: L 1: processing CV group 8 (out of 30) -RSA: CV error for sample group 8 = -1.571e-03 (avg unscaled) -RSA: CV error for sample group 8 = 6.816e-03 (rms unscaled) -RSA: CV error for sample group 8 = 1.173e-02 (max unscaled) -RSAnalysis:: L 1: CV group 8 processed -RSAnalysis:: L 1: processing CV group 9 (out of 30) -RSA: CV error for sample group 9 = 8.968e-04 (avg unscaled) -RSA: CV error for sample group 9 = 6.316e-03 (rms unscaled) -RSA: CV error for sample group 9 = 1.129e-02 (max unscaled) -RSAnalysis:: L 1: CV group 9 processed -RSAnalysis:: L 1: processing CV group 10 (out of 30) -RSA: CV error for sample group 10 = 6.103e-03 (avg unscaled) -RSA: CV error for sample group 10 = 7.403e-03 (rms unscaled) -RSA: CV error for sample group 10 = 1.336e-02 (max unscaled) -RSAnalysis:: L 1: CV group 10 processed -RSAnalysis:: L 1: processing CV group 11 (out of 30) -RSA: CV error for sample group 11 = 3.318e-03 (avg unscaled) -RSA: CV error for sample group 11 = 6.051e-03 (rms unscaled) -RSA: CV error for sample group 11 = 1.068e-02 (max unscaled) -RSAnalysis:: L 1: CV group 11 processed -RSAnalysis:: L 1: processing CV group 12 (out of 30) -RSA: CV error for sample group 12 = -3.006e-04 (avg unscaled) -RSA: CV error for sample group 12 = 5.851e-03 (rms unscaled) -RSA: CV error for sample group 12 = 8.867e-03 (max unscaled) -RSAnalysis:: L 1: CV group 12 processed -RSAnalysis:: L 1: processing CV group 13 (out of 30) -RSA: CV error for sample group 13 = -1.874e-03 (avg unscaled) -RSA: CV error for sample group 13 = 3.430e-03 (rms unscaled) -RSA: CV error for sample group 13 = 6.035e-03 (max unscaled) -RSAnalysis:: L 1: CV group 13 processed -RSAnalysis:: L 1: processing CV group 14 (out of 30) -RSA: CV error for sample group 14 = -4.955e-03 (avg unscaled) -RSA: CV error for sample group 14 = 6.250e-03 (rms unscaled) -RSA: CV error for sample group 14 = 9.581e-03 (max unscaled) -RSAnalysis:: L 1: CV group 14 processed -RSAnalysis:: L 1: processing CV group 15 (out of 30) -RSA: CV error for sample group 15 = 1.107e-03 (avg unscaled) -RSA: CV error for sample group 15 = 8.510e-03 (rms unscaled) -RSA: CV error for sample group 15 = 1.261e-02 (max unscaled) -RSAnalysis:: L 1: CV group 15 processed -RSAnalysis:: L 1: processing CV group 16 (out of 30) -RSA: CV error for sample group 16 = 4.667e-03 (avg unscaled) -RSA: CV error for sample group 16 = 7.355e-03 (rms unscaled) -RSA: CV error for sample group 16 = 1.383e-02 (max unscaled) -RSAnalysis:: L 1: CV group 16 processed -RSAnalysis:: L 1: processing CV group 17 (out of 30) -RSA: CV error for sample group 17 = 3.786e-03 (avg unscaled) -RSA: CV error for sample group 17 = 4.289e-03 (rms unscaled) -RSA: CV error for sample group 17 = 6.578e-03 (max unscaled) -RSAnalysis:: L 1: CV group 17 processed -RSAnalysis:: L 1: processing CV group 18 (out of 30) -RSA: CV error for sample group 18 = 4.498e-03 (avg unscaled) -RSA: CV error for sample group 18 = 4.788e-03 (rms unscaled) -RSA: CV error for sample group 18 = 7.311e-03 (max unscaled) -RSAnalysis:: L 1: CV group 18 processed -RSAnalysis:: L 1: processing CV group 19 (out of 30) -RSA: CV error for sample group 19 = -5.175e-03 (avg unscaled) -RSA: CV error for sample group 19 = 6.013e-03 (rms unscaled) -RSA: CV error for sample group 19 = 7.620e-03 (max unscaled) -RSAnalysis:: L 1: CV group 19 processed -RSAnalysis:: L 1: processing CV group 20 (out of 30) -RSA: CV error for sample group 20 = 8.496e-04 (avg unscaled) -RSA: CV error for sample group 20 = 4.190e-03 (rms unscaled) -RSA: CV error for sample group 20 = 5.797e-03 (max unscaled) -RSAnalysis:: L 1: CV group 20 processed -RSAnalysis:: L 1: processing CV group 21 (out of 30) -RSA: CV error for sample group 21 = 2.037e-03 (avg unscaled) -RSA: CV error for sample group 21 = 4.645e-03 (rms unscaled) -RSA: CV error for sample group 21 = 7.129e-03 (max unscaled) -RSAnalysis:: L 1: CV group 21 processed -RSAnalysis:: L 1: processing CV group 22 (out of 30) -RSA: CV error for sample group 22 = -4.538e-03 (avg unscaled) -RSA: CV error for sample group 22 = 6.503e-03 (rms unscaled) -RSA: CV error for sample group 22 = 1.201e-02 (max unscaled) -RSAnalysis:: L 1: CV group 22 processed -RSAnalysis:: L 1: processing CV group 23 (out of 30) -RSA: CV error for sample group 23 = -5.592e-03 (avg unscaled) -RSA: CV error for sample group 23 = 1.436e-02 (rms unscaled) -RSA: CV error for sample group 23 = 2.786e-02 (max unscaled) -RSAnalysis:: L 1: CV group 23 processed -RSAnalysis:: L 1: processing CV group 24 (out of 30) -RSA: CV error for sample group 24 = 3.007e-03 (avg unscaled) -RSA: CV error for sample group 24 = 9.022e-03 (rms unscaled) -RSA: CV error for sample group 24 = 1.646e-02 (max unscaled) -RSAnalysis:: L 1: CV group 24 processed -RSAnalysis:: L 1: processing CV group 25 (out of 30) -RSA: CV error for sample group 25 = 1.359e-03 (avg unscaled) -RSA: CV error for sample group 25 = 4.057e-03 (rms unscaled) -RSA: CV error for sample group 25 = 7.147e-03 (max unscaled) -RSAnalysis:: L 1: CV group 25 processed -RSAnalysis:: L 1: processing CV group 26 (out of 30) -RSA: CV error for sample group 26 = 2.332e-03 (avg unscaled) -RSA: CV error for sample group 26 = 9.199e-03 (rms unscaled) -RSA: CV error for sample group 26 = 1.767e-02 (max unscaled) -RSAnalysis:: L 1: CV group 26 processed -RSAnalysis:: L 1: processing CV group 27 (out of 30) -RSA: CV error for sample group 27 = 1.204e-03 (avg unscaled) -RSA: CV error for sample group 27 = 1.738e-03 (rms unscaled) -RSA: CV error for sample group 27 = 2.576e-03 (max unscaled) -RSAnalysis:: L 1: CV group 27 processed -RSAnalysis:: L 1: processing CV group 28 (out of 30) -RSA: CV error for sample group 28 = 1.134e-04 (avg unscaled) -RSA: CV error for sample group 28 = 4.664e-03 (rms unscaled) -RSA: CV error for sample group 28 = 7.397e-03 (max unscaled) -RSAnalysis:: L 1: CV group 28 processed -RSAnalysis:: L 1: processing CV group 29 (out of 30) -RSA: CV error for sample group 29 = -3.083e-03 (avg unscaled) -RSA: CV error for sample group 29 = 4.580e-03 (rms unscaled) -RSA: CV error for sample group 29 = 8.641e-03 (max unscaled) -RSAnalysis:: L 1: CV group 29 processed -RSAnalysis:: L 1: processing CV group 30 (out of 30) -RSA: CV error for sample group 30 = -1.365e-03 (avg unscaled) -RSA: CV error for sample group 30 = 5.708e-03 (rms unscaled) -RSA: CV error for sample group 30 = 8.834e-03 (max unscaled) -RSAnalysis:: L 1: CV group 30 processed -RSA: first member of sample group 1 = 107 -RSA: CV error for sample group 1 = -5.931e-04 (avg unscaled) -RSA: CV error for sample group 1 = -6.526e-03 (avg scaled) -RSA: CV error for sample group 1 = 5.189e-03 (rms unscaled) -RSA: CV error for sample group 1 = 7.759e-02 (rms scaled) -RSA: CV error for sample group 1 = 7.988e-03 (max unscaled,BASE=6.660e-02) -RSA: CV error for sample group 1 = 1.199e-01 (max scaled,BASE=6.660e-02) -RSA: CV error for sample group 1 = 9.119e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 2 = 76 -RSA: CV error for sample group 2 = 3.377e-03 (avg unscaled) -RSA: CV error for sample group 2 = 5.525e-02 (avg scaled) -RSA: CV error for sample group 2 = 8.316e-03 (rms unscaled) -RSA: CV error for sample group 2 = 1.108e-01 (rms scaled) -RSA: CV error for sample group 2 = 1.249e-02 (max unscaled,BASE=9.020e-02) -RSA: CV error for sample group 2 = 1.384e-01 (max scaled,BASE=9.020e-02) -RSA: CV error for sample group 2 = 1.425e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 3 = 1 -RSA: CV error for sample group 3 = -5.427e-03 (avg unscaled) -RSA: CV error for sample group 3 = -9.603e-02 (avg scaled) -RSA: CV error for sample group 3 = 6.325e-03 (rms unscaled) -RSA: CV error for sample group 3 = 1.094e-01 (rms scaled) -RSA: CV error for sample group 3 = 1.076e-02 (max unscaled,BASE=6.180e-02) -RSA: CV error for sample group 3 = 1.741e-01 (max scaled,BASE=6.180e-02) -RSA: CV error for sample group 3 = 1.228e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 4 = 25 -RSA: CV error for sample group 4 = -1.867e-03 (avg unscaled) -RSA: CV error for sample group 4 = -3.852e-02 (avg scaled) -RSA: CV error for sample group 4 = 6.057e-03 (rms unscaled) -RSA: CV error for sample group 4 = 9.121e-02 (rms scaled) -RSA: CV error for sample group 4 = 1.123e-02 (max unscaled,BASE=6.580e-02) -RSA: CV error for sample group 4 = 1.707e-01 (max scaled,BASE=6.580e-02) -RSA: CV error for sample group 4 = 1.282e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 5 = 19 -RSA: CV error for sample group 5 = 4.113e-03 (avg unscaled) -RSA: CV error for sample group 5 = 6.874e-02 (avg scaled) -RSA: CV error for sample group 5 = 4.889e-03 (rms unscaled) -RSA: CV error for sample group 5 = 9.173e-02 (rms scaled) -RSA: CV error for sample group 5 = 6.157e-03 (max unscaled,BASE=3.780e-02) -RSA: CV error for sample group 5 = 1.629e-01 (max scaled,BASE=3.780e-02) -RSA: CV error for sample group 5 = 7.028e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 6 = 97 -RSA: CV error for sample group 6 = -1.779e-03 (avg unscaled) -RSA: CV error for sample group 6 = -2.808e-02 (avg scaled) -RSA: CV error for sample group 6 = 4.573e-03 (rms unscaled) -RSA: CV error for sample group 6 = 7.068e-02 (rms scaled) -RSA: CV error for sample group 6 = 6.567e-03 (max unscaled,BASE=9.380e-02) -RSA: CV error for sample group 6 = 1.109e-01 (max scaled,BASE=4.660e-02) -RSA: CV error for sample group 6 = 7.497e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 7 = 101 -RSA: CV error for sample group 7 = -6.356e-04 (avg unscaled) -RSA: CV error for sample group 7 = -9.723e-03 (avg scaled) -RSA: CV error for sample group 7 = 1.100e-03 (rms unscaled) -RSA: CV error for sample group 7 = 1.725e-02 (rms scaled) -RSA: CV error for sample group 7 = 1.494e-03 (max unscaled,BASE=8.300e-02) -RSA: CV error for sample group 7 = 2.511e-02 (max scaled,BASE=4.660e-02) -RSA: CV error for sample group 7 = 1.705e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 8 = 117 -RSA: CV error for sample group 8 = -1.571e-03 (avg unscaled) -RSA: CV error for sample group 8 = -2.268e-04 (avg scaled) -RSA: CV error for sample group 8 = 6.816e-03 (rms unscaled) -RSA: CV error for sample group 8 = 8.865e-02 (rms scaled) -RSA: CV error for sample group 8 = 1.173e-02 (max unscaled,BASE=1.050e-01) -RSA: CV error for sample group 8 = 1.353e-01 (max scaled,BASE=5.020e-02) -RSA: CV error for sample group 8 = 1.339e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 9 = 40 -RSA: CV error for sample group 9 = 8.968e-04 (avg unscaled) -RSA: CV error for sample group 9 = 1.893e-02 (avg scaled) -RSA: CV error for sample group 9 = 6.316e-03 (rms unscaled) -RSA: CV error for sample group 9 = 1.027e-01 (rms scaled) -RSA: CV error for sample group 9 = 1.129e-02 (max unscaled,BASE=5.980e-02) -RSA: CV error for sample group 9 = 1.888e-01 (max scaled,BASE=5.980e-02) -RSA: CV error for sample group 9 = 1.289e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 10 = 71 -RSA: CV error for sample group 10 = 6.103e-03 (avg unscaled) -RSA: CV error for sample group 10 = 1.483e-01 (avg scaled) -RSA: CV error for sample group 10 = 7.403e-03 (rms unscaled) -RSA: CV error for sample group 10 = 1.993e-01 (rms scaled) -RSA: CV error for sample group 10 = 1.336e-02 (max unscaled,BASE=3.540e-02) -RSA: CV error for sample group 10 = 3.773e-01 (max scaled,BASE=3.540e-02) -RSA: CV error for sample group 10 = 1.525e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 11 = 38 -RSA: CV error for sample group 11 = 3.318e-03 (avg unscaled) -RSA: CV error for sample group 11 = 3.825e-02 (avg scaled) -RSA: CV error for sample group 11 = 6.051e-03 (rms unscaled) -RSA: CV error for sample group 11 = 9.878e-02 (rms scaled) -RSA: CV error for sample group 11 = 1.068e-02 (max unscaled,BASE=6.020e-02) -RSA: CV error for sample group 11 = 1.775e-01 (max scaled,BASE=6.020e-02) -RSA: CV error for sample group 11 = 1.219e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 12 = 81 -RSA: CV error for sample group 12 = -3.006e-04 (avg unscaled) -RSA: CV error for sample group 12 = 2.933e-02 (avg scaled) -RSA: CV error for sample group 12 = 5.851e-03 (rms unscaled) -RSA: CV error for sample group 12 = 1.282e-01 (rms scaled) -RSA: CV error for sample group 12 = 8.867e-03 (max unscaled,BASE=3.700e-02) -RSA: CV error for sample group 12 = 2.397e-01 (max scaled,BASE=3.700e-02) -RSA: CV error for sample group 12 = 1.012e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 13 = 110 -RSA: CV error for sample group 13 = -1.874e-03 (avg unscaled) -RSA: CV error for sample group 13 = -2.206e-02 (avg scaled) -RSA: CV error for sample group 13 = 3.430e-03 (rms unscaled) -RSA: CV error for sample group 13 = 4.193e-02 (rms scaled) -RSA: CV error for sample group 13 = 6.035e-03 (max unscaled,BASE=8.860e-02) -RSA: CV error for sample group 13 = 6.812e-02 (max scaled,BASE=8.860e-02) -RSA: CV error for sample group 13 = 6.890e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 14 = 83 -RSA: CV error for sample group 14 = -4.955e-03 (avg unscaled) -RSA: CV error for sample group 14 = -5.398e-02 (avg scaled) -RSA: CV error for sample group 14 = 6.250e-03 (rms unscaled) -RSA: CV error for sample group 14 = 6.615e-02 (rms scaled) -RSA: CV error for sample group 14 = 9.581e-03 (max unscaled,BASE=1.222e-01) -RSA: CV error for sample group 14 = 9.011e-02 (max scaled,BASE=7.500e-02) -RSA: CV error for sample group 14 = 1.094e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 15 = 87 -RSA: CV error for sample group 15 = 1.107e-03 (avg unscaled) -RSA: CV error for sample group 15 = 2.728e-02 (avg scaled) -RSA: CV error for sample group 15 = 8.510e-03 (rms unscaled) -RSA: CV error for sample group 15 = 1.044e-01 (rms scaled) -RSA: CV error for sample group 15 = 1.261e-02 (max unscaled,BASE=7.140e-02) -RSA: CV error for sample group 15 = 1.766e-01 (max scaled,BASE=7.140e-02) -RSA: CV error for sample group 15 = 1.439e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 16 = 89 -RSA: CV error for sample group 16 = 4.667e-03 (avg unscaled) -RSA: CV error for sample group 16 = 9.509e-02 (avg scaled) -RSA: CV error for sample group 16 = 7.355e-03 (rms unscaled) -RSA: CV error for sample group 16 = 1.554e-01 (rms scaled) -RSA: CV error for sample group 16 = 1.383e-02 (max unscaled,BASE=4.620e-02) -RSA: CV error for sample group 16 = 2.994e-01 (max scaled,BASE=4.620e-02) -RSA: CV error for sample group 16 = 1.579e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 17 = 47 -RSA: CV error for sample group 17 = 3.786e-03 (avg unscaled) -RSA: CV error for sample group 17 = 5.236e-02 (avg scaled) -RSA: CV error for sample group 17 = 4.289e-03 (rms unscaled) -RSA: CV error for sample group 17 = 6.114e-02 (rms scaled) -RSA: CV error for sample group 17 = 6.578e-03 (max unscaled,BASE=6.460e-02) -RSA: CV error for sample group 17 = 1.018e-01 (max scaled,BASE=6.460e-02) -RSA: CV error for sample group 17 = 7.509e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 18 = 103 -RSA: CV error for sample group 18 = 4.498e-03 (avg unscaled) -RSA: CV error for sample group 18 = 8.603e-02 (avg scaled) -RSA: CV error for sample group 18 = 4.788e-03 (rms unscaled) -RSA: CV error for sample group 18 = 1.048e-01 (rms scaled) -RSA: CV error for sample group 18 = 7.311e-03 (max unscaled,BASE=3.900e-02) -RSA: CV error for sample group 18 = 1.875e-01 (max scaled,BASE=3.900e-02) -RSA: CV error for sample group 18 = 8.346e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 19 = 6 -RSA: CV error for sample group 19 = -5.175e-03 (avg unscaled) -RSA: CV error for sample group 19 = -6.076e-02 (avg scaled) -RSA: CV error for sample group 19 = 6.013e-03 (rms unscaled) -RSA: CV error for sample group 19 = 7.015e-02 (rms scaled) -RSA: CV error for sample group 19 = 7.620e-03 (max unscaled,BASE=9.460e-02) -RSA: CV error for sample group 19 = 8.908e-02 (max scaled,BASE=8.380e-02) -RSA: CV error for sample group 19 = 8.699e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 20 = 39 -RSA: CV error for sample group 20 = 8.496e-04 (avg unscaled) -RSA: CV error for sample group 20 = 1.808e-02 (avg scaled) -RSA: CV error for sample group 20 = 4.190e-03 (rms unscaled) -RSA: CV error for sample group 20 = 6.730e-02 (rms scaled) -RSA: CV error for sample group 20 = 5.797e-03 (max unscaled,BASE=5.420e-02) -RSA: CV error for sample group 20 = 1.070e-01 (max scaled,BASE=5.420e-02) -RSA: CV error for sample group 20 = 6.618e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 21 = 113 -RSA: CV error for sample group 21 = 2.037e-03 (avg unscaled) -RSA: CV error for sample group 21 = 2.641e-02 (avg scaled) -RSA: CV error for sample group 21 = 4.645e-03 (rms unscaled) -RSA: CV error for sample group 21 = 6.185e-02 (rms scaled) -RSA: CV error for sample group 21 = 7.129e-03 (max unscaled,BASE=9.180e-02) -RSA: CV error for sample group 21 = 7.766e-02 (max scaled,BASE=9.180e-02) -RSA: CV error for sample group 21 = 8.138e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 22 = 51 -RSA: CV error for sample group 22 = -4.538e-03 (avg unscaled) -RSA: CV error for sample group 22 = -5.775e-02 (avg scaled) -RSA: CV error for sample group 22 = 6.503e-03 (rms unscaled) -RSA: CV error for sample group 22 = 7.788e-02 (rms scaled) -RSA: CV error for sample group 22 = 1.201e-02 (max unscaled,BASE=9.100e-02) -RSA: CV error for sample group 22 = 1.320e-01 (max scaled,BASE=9.100e-02) -RSA: CV error for sample group 22 = 1.371e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 23 = 26 -RSA: CV error for sample group 23 = -5.592e-03 (avg unscaled) -RSA: CV error for sample group 23 = -3.428e-02 (avg scaled) -RSA: CV error for sample group 23 = 1.436e-02 (rms unscaled) -RSA: CV error for sample group 23 = 1.501e-01 (rms scaled) -RSA: CV error for sample group 23 = 2.786e-02 (max unscaled,BASE=1.054e-01) -RSA: CV error for sample group 23 = 2.643e-01 (max scaled,BASE=1.054e-01) -RSA: CV error for sample group 23 = 3.180e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 24 = 5 -RSA: CV error for sample group 24 = 3.007e-03 (avg unscaled) -RSA: CV error for sample group 24 = 4.827e-02 (avg scaled) -RSA: CV error for sample group 24 = 9.022e-03 (rms unscaled) -RSA: CV error for sample group 24 = 1.296e-01 (rms scaled) -RSA: CV error for sample group 24 = 1.646e-02 (max unscaled,BASE=7.100e-02) -RSA: CV error for sample group 24 = 2.319e-01 (max scaled,BASE=7.100e-02) -RSA: CV error for sample group 24 = 1.879e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 25 = 53 -RSA: CV error for sample group 25 = 1.359e-03 (avg unscaled) -RSA: CV error for sample group 25 = 2.081e-02 (avg scaled) -RSA: CV error for sample group 25 = 4.057e-03 (rms unscaled) -RSA: CV error for sample group 25 = 6.161e-02 (rms scaled) -RSA: CV error for sample group 25 = 7.147e-03 (max unscaled,BASE=6.700e-02) -RSA: CV error for sample group 25 = 1.067e-01 (max scaled,BASE=6.700e-02) -RSA: CV error for sample group 25 = 8.159e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 26 = 27 -RSA: CV error for sample group 26 = 2.332e-03 (avg unscaled) -RSA: CV error for sample group 26 = 2.363e-02 (avg scaled) -RSA: CV error for sample group 26 = 9.199e-03 (rms unscaled) -RSA: CV error for sample group 26 = 1.186e-01 (rms scaled) -RSA: CV error for sample group 26 = 1.767e-02 (max unscaled,BASE=7.940e-02) -RSA: CV error for sample group 26 = 2.225e-01 (max scaled,BASE=7.940e-02) -RSA: CV error for sample group 26 = 2.017e-01 (max scaled by (ymax-ymin)) -RSA: first member of sample group 27 = 67 -RSA: CV error for sample group 27 = 1.204e-03 (avg unscaled) -RSA: CV error for sample group 27 = 1.881e-02 (avg scaled) -RSA: CV error for sample group 27 = 1.738e-03 (rms unscaled) -RSA: CV error for sample group 27 = 2.845e-02 (rms scaled) -RSA: CV error for sample group 27 = 2.576e-03 (max unscaled,BASE=7.300e-02) -RSA: CV error for sample group 27 = 4.039e-02 (max scaled,BASE=4.220e-02) -RSA: CV error for sample group 27 = 2.941e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 28 = 20 -RSA: CV error for sample group 28 = 1.134e-04 (avg unscaled) -RSA: CV error for sample group 28 = 7.687e-03 (avg scaled) -RSA: CV error for sample group 28 = 4.664e-03 (rms unscaled) -RSA: CV error for sample group 28 = 7.650e-02 (rms scaled) -RSA: CV error for sample group 28 = 7.397e-03 (max unscaled,BASE=6.420e-02) -RSA: CV error for sample group 28 = 1.152e-01 (max scaled,BASE=6.420e-02) -RSA: CV error for sample group 28 = 8.444e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 29 = 95 -RSA: CV error for sample group 29 = -3.083e-03 (avg unscaled) -RSA: CV error for sample group 29 = -3.433e-02 (avg scaled) -RSA: CV error for sample group 29 = 4.580e-03 (rms unscaled) -RSA: CV error for sample group 29 = 5.166e-02 (rms scaled) -RSA: CV error for sample group 29 = 8.641e-03 (max unscaled,BASE=8.740e-02) -RSA: CV error for sample group 29 = 9.887e-02 (max scaled,BASE=8.740e-02) -RSA: CV error for sample group 29 = 9.865e-02 (max scaled by (ymax-ymin)) -RSA: first member of sample group 30 = 10 -RSA: CV error for sample group 30 = -1.365e-03 (avg unscaled) -RSA: CV error for sample group 30 = -1.770e-02 (avg scaled) -RSA: CV error for sample group 30 = 5.708e-03 (rms unscaled) -RSA: CV error for sample group 30 = 7.721e-02 (rms scaled) -RSA: CV error for sample group 30 = 8.834e-03 (max unscaled,BASE=8.420e-02) -RSA: CV error for sample group 30 = 1.049e-01 (max scaled,BASE=8.420e-02) -RSA: CV error for sample group 30 = 1.008e-01 (max scaled by (ymax-ymin)) -RSA: final CV error = 1.338e-04 (avg unscaled) -RSA: final CV error = 1.078e-02 (avg scaled) -RSA: final CV error = 6.413e-03 (rms unscaled) -RSA: final CV error = 9.735e-02 (rms scaled) -RSA: final CV error = 2.786e-02 (max unscaled, BASE=1.054e-01) -RSA: final CV error = 3.773e-01 (max scaled, BASE=3.540e-02) -RSA: final CV error = 3.180e-01 (max scaled by (ymax-ymin)) -RSA: L 1:cross validation (CV) completed. -CV error file is RSFA_CV_err.m -********************************************************************** -AnalysisManager: analysis error = 4.26e-06 psuade> Grid resolution ? (32 - 256) ---------------------------------------------------------------------- -Available response surface tools: ----------------------------------------------------------------------- -----------------------------------------------------------------------