2023-Jun-01 09:21:41.695190: INFO: Initializing algorithm
2023-Jun-01 09:21:41.696186: INFO:  
2023-Jun-01 09:21:41.697182: INFO:  ***** Initialize *****
2023-Jun-01 09:21:41.697182: INFO:  ***** AMOP settings *****
2023-Jun-01 09:21:41.697182: INFO:  Number of inputs 5, objectives 2, constraints 2
2023-Jun-01 09:21:41.698177: INFO:  Number of maximum designs 200, designs init 100, designs adapt 50
2023-Jun-01 09:21:41.698177: INFO:  Use start designs only 0
2023-Jun-01 09:21:41.699173: INFO:  Number of maximum iterations 3, stagnation iterations 3
2023-Jun-01 09:21:41.699173: INFO:  Init Sampling SLHS 1, ALHS 0
2023-Jun-01 09:21:41.699173: INFO:  Global refinement: Adapt Sampling SLHS 1, ALHS 0
2023-Jun-01 09:21:41.700169: INFO:  Target CoP 0.9
2023-Jun-01 09:21:41.700169: INFO:  Consider incomplete designs 1, failed designs 0
2023-Jun-01 09:21:41.700169: INFO:  ***** MOP settings *****
2023-Jun-01 09:21:41.701164: INFO:  Testing type: cross validation 1 Leave-one-out 0
2023-Jun-01 09:21:41.701164: INFO:  CoP tolerance model 0.01 variable 0.01
2023-Jun-01 09:21:41.701164: INFO:  Uniform resampling for single CoPs 0
2023-Jun-01 09:21:41.702160: INFO:  Smoothing 1 interpolation 0
2023-Jun-01 09:21:41.702160: INFO:  Use BoxCox 1
2023-Jun-01 09:21:41.702160: INFO:  Use Polynomial 1 coefficient factor 2 max order 2
2023-Jun-01 09:21:41.703155: INFO:  Use MLS        1 coefficient factor 8 max order 2
2023-Jun-01 09:21:41.703155: INFO:  Use Kriging    1 coefficient factor 8 anisotropic 0
2023-Jun-01 09:21:41.703155: INFO:  Filter: significance 1 CoI 1 CoD 1 Correlation 1
2023-Jun-01 09:21:41.704151: INFO:  Input correlation filter: 0 min correlation 0.3 max correlation 0.7
2023-Jun-01 09:21:41.704151: INFO:  ***** Start designs *****
2023-Jun-01 09:21:41.705147: INFO:  Number of available start designs: 0
2023-Jun-01 09:21:41.705147: INFO:  Use initial sampling
2023-Jun-01 09:21:42.088045: INFO:  
2023-Jun-01 09:21:42.088045: INFO:  ***** Iteration 1: Global Sampling *****
2023-Jun-01 09:21:42.088045: INFO:  Considering 0 previous designs
2023-Jun-01 09:21:42.088045: INFO:  Number of new designs 100
2023-Jun-01 10:34:20.855652: INFO:  
2023-Jun-01 10:34:20.855652: INFO:  ***** Iteration 1: Building MOP *****
2023-Jun-01 10:34:20.856649: INFO:  Design history: ranges Input 0 50.25 99.75
2023-Jun-01 10:34:20.856649: INFO:  Design history: ranges Input 1 50.25 99.75
2023-Jun-01 10:34:20.856649: INFO:  Design history: ranges Input 2 30.25 79.75
2023-Jun-01 10:34:20.856649: INFO:  Design history: ranges Input 3 30.25 79.75
2023-Jun-01 10:34:20.856649: INFO:  Design history: ranges Input 4 0.25 49.75
2023-Jun-01 10:34:20.857644: INFO:  Design history: Inputs 100 5
2023-Jun-01 10:34:20.857644: INFO:  Design history: Responses 100 6
2023-Jun-01 10:34:20.857644: INFO:  Minimum designs per response : 100
2023-Jun-01 10:34:20.857644: INFO:  Max. responses in parallel: 4
2023-Jun-01 10:34:20.857644: INFO:  Build MOP for response RMS_contrast with 100 designs
2023-Jun-01 10:34:20.858639: INFO:  Build MOP for response Number_of_rules_passed_limited with 100 designs
2023-Jun-01 10:34:20.858639: INFO: Build subspaces for response RMS_contrast
2023-Jun-01 10:34:20.858639: INFO:  Build MOP for response Number_of_rules_failed with 100 designs
2023-Jun-01 10:34:20.858639: INFO: Build subspaces for response Number_of_rules_passed_limited
2023-Jun-01 10:34:20.859636: INFO:  Build MOP for response Minimum with 100 designs
2023-Jun-01 10:34:20.859636: INFO: Build subspaces for response Number_of_rules_failed
2023-Jun-01 10:34:20.859636: INFO: Start metamodel evaluation for response Number_of_rules_passed_limited
2023-Jun-01 10:34:20.859636: INFO: Build subspaces for response Minimum
2023-Jun-01 10:34:20.860632: INFO:  Build MOP for response Maximum with 100 designs
2023-Jun-01 10:34:20.860632: INFO: Start metamodel evaluation for response Number_of_rules_failed
2023-Jun-01 10:34:20.860632: INFO:  Build MOP for response Average with 100 designs
2023-Jun-01 10:34:20.874569: INFO: Number_of_rules_passed_limited Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2023-Jun-01 10:34:20.875566: INFO: Finished metamodel evaluation for response Number_of_rules_passed_limited - Collecting results
2023-Jun-01 10:34:20.875566: INFO: Number_of_rules_failed Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2023-Jun-01 10:34:20.875566: INFO: Build subspaces for response Maximum
2023-Jun-01 10:34:20.875566: INFO: Finished metamodel evaluation for response Number_of_rules_failed - Collecting results
2023-Jun-01 10:34:20.876561: INFO: Build subspaces for response Average
2023-Jun-01 10:34:20.876561: INFO: Start metamodel evaluation for response RMS_contrast
2023-Jun-01 10:34:20.878552: INFO: Start metamodel evaluation for response Minimum
2023-Jun-01 10:34:20.891500: INFO: Start metamodel evaluation for response Maximum
2023-Jun-01 10:34:20.903042: INFO: Start metamodel evaluation for response Average
2023-Jun-01 10:34:20.904038: INFO: RMS_contrast        Linear Regression of order 1 (no mixed terms)                3               4                 0.739         0.737
2023-Jun-01 10:34:20.904038: INFO: RMS_contrast        Linear Regression of order 1 (with mixed terms, BoxCox)      3               7                 0.843         0.833
2023-Jun-01 10:34:20.906028: INFO: RMS_contrast        Linear Regression of order 2 (with mixed terms, BoxCox)      3              10                 0.975         0.974
2023-Jun-01 10:34:20.910012: INFO: Minimum             Linear Regression of order 1 (no mixed terms)                5               6                 0.555         0.513
2023-Jun-01 10:34:20.910012: INFO: Minimum             Linear Regression of order 1 (with mixed terms, BoxCox)      3               7                 0.475         0.464
2023-Jun-01 10:34:20.911008: INFO: Minimum             Linear Regression of order 2 (with mixed terms, BoxCox)      5               9                 0.722         0.668
2023-Jun-01 10:34:20.916981: INFO: Maximum             Linear Regression of order 1 (no mixed terms)                2               3                 0.799         0.799
2023-Jun-01 10:34:20.918973: INFO: Maximum             Linear Regression of order 1 (with mixed terms, BoxCox)      2               4                 0.863         0.854
2023-Jun-01 10:34:20.919968: INFO: Maximum             Linear Regression of order 2 (with mixed terms, BoxCox)      3              10                 0.968         0.963
2023-Jun-01 10:34:20.933907: INFO: Average             Linear Regression of order 1 (no mixed terms)                5               6                 0.880         0.878
2023-Jun-01 10:34:20.934995: INFO: Average             Linear Regression of order 1 (with mixed terms)              5              16                 0.965         0.959
2023-Jun-01 10:34:20.936500: INFO: Average             Linear Regression of order 2 (with mixed terms)              5              21                 0.976         0.969
2023-Jun-01 10:34:21.670625: INFO: Average             Moving Least Squares of order 1 (exponential weight)         5               6                 0.973         0.946
2023-Jun-01 10:34:21.730918: INFO: RMS_contrast        Moving Least Squares of order 1 (exponential weight)         3               4                 0.981         0.949
2023-Jun-01 10:34:21.766759: INFO: Average             Moving Least Squares of order 2 (exponential weight)         5              11                 0.982         0.942
2023-Jun-01 10:34:21.803597: INFO: RMS_contrast        Moving Least Squares of order 2 (exponential weight)         3               7                 0.980         0.966
2023-Jun-01 10:34:21.858356: INFO: Average             Kriging (isotropic kernel)                                   5               1                 0.982         0.968
2023-Jun-01 10:34:21.867317: INFO: Finished metamodel evaluation for response Average - Collecting results
2023-Jun-01 10:34:21.869308: INFO: Maximum             Moving Least Squares of order 1 (exponential weight)         3               4                 0.963         0.941
2023-Jun-01 10:34:21.941030: INFO: Maximum             Moving Least Squares of order 2 (exponential weight)         3               7                 0.981         0.965
2023-Jun-01 10:34:21.945013: INFO: RMS_contrast        Kriging (isotropic kernel, BoxCox)                           3               1                 0.979         0.975
2023-Jun-01 10:34:21.947004: INFO: Minimum             Moving Least Squares of order 1 (exponential weight)         3               4                 0.576         0.529
2023-Jun-01 10:34:21.954970: INFO: Finished metamodel evaluation for response RMS_contrast - Collecting results
2023-Jun-01 10:34:21.956961: INFO: Minimum             Moving Least Squares of order 2 (exponential weight)         5              11                 0.689         0.638
2023-Jun-01 10:34:22.060023: INFO: Maximum             Kriging (isotropic kernel)                                   3               1                 0.982         0.971
2023-Jun-01 10:34:22.069979: INFO: Finished metamodel evaluation for response Maximum - Collecting results
2023-Jun-01 10:34:22.084519: INFO: Minimum             Kriging (isotropic kernel)                                   3               1                 0.767         0.637
2023-Jun-01 10:34:22.097026: INFO: Finished metamodel evaluation for response Minimum - Collecting results
2023-Jun-01 10:34:22.099015: INFO:  Active response subspace 11111
2023-Jun-01 10:34:22.099015: INFO:  
2023-Jun-01 10:34:22.099015: INFO:  ***** Iteration 1: MOP results *****
2023-Jun-01 10:34:22.100012: INFO:    RMS_contrast                     Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.973656 sampleCoP 0.588786
2023-Jun-01 10:34:22.100012: INFO:    Number_of_rules_passed_limited   Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2023-Jun-01 10:34:22.100012: INFO:    Number_of_rules_failed           Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2023-Jun-01 10:34:22.101006: INFO:    Minimum                          Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.667623 sampleCoP 0
2023-Jun-01 10:34:22.101006: INFO:    Maximum                          Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.963448 sampleCoP 0.750035
2023-Jun-01 10:34:22.101006: INFO:    Average                          Linear Regression of order 1 (with mixed terms)           CoP 0.958687 sampleCoP 0.762726
2023-Jun-01 10:34:22.313684: INFO:  
2023-Jun-01 10:34:22.313684: INFO:  ***** Iteration 2: Global Sampling *****
2023-Jun-01 10:34:22.314679: INFO:  Considering 100 previous designs
2023-Jun-01 10:34:22.314679: INFO:  Number of new designs 50
2023-Jun-01 11:11:17.178250: INFO:  
2023-Jun-01 11:11:17.178250: INFO:  ***** Iteration 2: Building MOP *****
2023-Jun-01 11:11:17.179245: INFO:  Design history: ranges Input 0 50.25 99.75
2023-Jun-01 11:11:17.179245: INFO:  Design history: ranges Input 1 50.25 99.75
2023-Jun-01 11:11:17.179245: INFO:  Design history: ranges Input 2 30.25 79.75
2023-Jun-01 11:11:17.180240: INFO:  Design history: ranges Input 3 30.25 79.75
2023-Jun-01 11:11:17.180240: INFO:  Design history: ranges Input 4 0.25 49.75
2023-Jun-01 11:11:17.180240: INFO:  Design history: Inputs 150 5
2023-Jun-01 11:11:17.181236: INFO:  Design history: Responses 150 6
2023-Jun-01 11:11:17.181236: INFO:  Minimum designs per response : 150
2023-Jun-01 11:11:17.185219: INFO:  Max. responses in parallel: 4
2023-Jun-01 11:11:17.185219: INFO:  Build MOP for response RMS_contrast with 150 designs
2023-Jun-01 11:11:17.185219: INFO:  Build MOP for response Number_of_rules_passed_limited with 150 designs
2023-Jun-01 11:11:17.186214: INFO: Build subspaces for response RMS_contrast
2023-Jun-01 11:11:17.186214: INFO:  Build MOP for response Number_of_rules_failed with 150 designs
2023-Jun-01 11:11:17.187209: INFO: Build subspaces for response Number_of_rules_passed_limited
2023-Jun-01 11:11:17.187209: INFO: Build subspaces for response Number_of_rules_failed
2023-Jun-01 11:11:17.187209: INFO:  Build MOP for response Minimum with 150 designs
2023-Jun-01 11:11:17.188206: INFO: Start metamodel evaluation for response Number_of_rules_passed_limited
2023-Jun-01 11:11:17.188206: INFO: Start metamodel evaluation for response Number_of_rules_failed
2023-Jun-01 11:11:17.188206: INFO: Build subspaces for response Minimum
2023-Jun-01 11:11:17.189201: INFO:  Build MOP for response Maximum with 150 designs
2023-Jun-01 11:11:17.189201: INFO:  Build MOP for response Average with 150 designs
2023-Jun-01 11:11:17.214091: INFO: Start metamodel evaluation for response Minimum
2023-Jun-01 11:11:17.216082: INFO: Start metamodel evaluation for response RMS_contrast
2023-Jun-01 11:11:17.224047: INFO: Number_of_rules_passed_limited Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2023-Jun-01 11:11:17.225043: INFO: Finished metamodel evaluation for response Number_of_rules_passed_limited - Collecting results
2023-Jun-01 11:11:17.225043: INFO: Number_of_rules_failed Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2023-Jun-01 11:11:17.225043: INFO: Build subspaces for response Maximum
2023-Jun-01 11:11:17.226039: INFO: Finished metamodel evaluation for response Number_of_rules_failed - Collecting results
2023-Jun-01 11:11:17.226039: INFO: Build subspaces for response Average
2023-Jun-01 11:11:17.251924: INFO: Start metamodel evaluation for response Average
2023-Jun-01 11:11:17.254911: INFO: Start metamodel evaluation for response Maximum
2023-Jun-01 11:11:17.269846: INFO: RMS_contrast        Linear Regression of order 1 (no mixed terms)                3               4                 0.757         0.757
2023-Jun-01 11:11:17.270841: INFO: RMS_contrast        Linear Regression of order 1 (with mixed terms, BoxCox)      3               7                 0.857         0.855
2023-Jun-01 11:11:17.272833: INFO: Minimum             Linear Regression of order 1 (no mixed terms)                5               6                 0.553         0.522
2023-Jun-01 11:11:17.273828: INFO: RMS_contrast        Linear Regression of order 2 (with mixed terms, BoxCox)      3              10                 0.973         0.971
2023-Jun-01 11:11:17.273828: INFO: Minimum             Linear Regression of order 1 (with mixed terms)              2               4                 0.466         0.447
2023-Jun-01 11:11:17.274824: INFO: Minimum             Linear Regression of order 2 (with mixed terms, BoxCox)      5               9                 0.700         0.669
2023-Jun-01 11:11:17.303785: INFO: Average             Linear Regression of order 1 (no mixed terms)                5               6                 0.889         0.887
2023-Jun-01 11:11:17.305777: INFO: Average             Linear Regression of order 1 (with mixed terms)              5              16                 0.967         0.962
2023-Jun-01 11:11:17.307768: INFO: Average             Linear Regression of order 2 (with mixed terms)              5              21                 0.974         0.968
2023-Jun-01 11:11:17.312746: INFO: Maximum             Linear Regression of order 1 (no mixed terms)                2               3                 0.817         0.816
2023-Jun-01 11:11:17.312746: INFO: Maximum             Linear Regression of order 1 (with mixed terms, BoxCox)      3               7                 0.883         0.880
2023-Jun-01 11:11:17.313743: INFO: Maximum             Linear Regression of order 2 (with mixed terms, BoxCox)      3              10                 0.969         0.963
2023-Jun-01 11:11:18.864729: INFO: Average             Moving Least Squares of order 1 (exponential weight)         5               6                 0.977         0.956
2023-Jun-01 11:11:19.017212: INFO: RMS_contrast        Moving Least Squares of order 1 (exponential weight)         3               4                 0.975         0.957
2023-Jun-01 11:11:19.024185: INFO: RMS_contrast        Moving Least Squares of order 2 (exponential weight)         3               7                 0.980         0.970
2023-Jun-01 11:11:19.066998: INFO: Average             Moving Least Squares of order 2 (exponential weight)         5              11                 0.984         0.952
2023-Jun-01 11:11:19.292874: INFO: Average             Kriging (isotropic kernel)                                   5               1                 0.979         0.967
2023-Jun-01 11:11:19.304821: INFO: Finished metamodel evaluation for response Average - Collecting results
2023-Jun-01 11:11:19.424067: INFO: RMS_contrast        Kriging (isotropic kernel)                                   3               1                 0.982         0.976
2023-Jun-01 11:11:19.435019: INFO: Finished metamodel evaluation for response RMS_contrast - Collecting results
2023-Jun-01 11:11:19.479951: INFO: Minimum             Moving Least Squares of order 1 (exponential weight)         3               4                 0.790         0.650
2023-Jun-01 11:11:19.631721: INFO: Minimum             Moving Least Squares of order 2 (exponential weight)         3               7                 0.840         0.745
2023-Jun-01 11:11:19.661807: INFO: Maximum             Moving Least Squares of order 1 (exponential weight)         3               4                 0.978         0.957
2023-Jun-01 11:11:19.669330: INFO: Maximum             Moving Least Squares of order 2 (exponential weight)         3               7                 0.980         0.968
2023-Jun-01 11:11:19.936215: INFO: Minimum             Kriging (isotropic kernel)                                   3               1                 0.815         0.701
2023-Jun-01 11:11:20.023369: INFO: Maximum             Kriging (isotropic kernel)                                   3               1                 0.982         0.971
2023-Jun-01 11:11:20.035316: INFO: Finished metamodel evaluation for response Maximum - Collecting results
2023-Jun-01 11:11:20.375283: INFO: Finished metamodel evaluation for response Minimum - Collecting results
2023-Jun-01 11:11:20.380262: INFO:  Active response subspace 11111
2023-Jun-01 11:11:20.381257: INFO:  
2023-Jun-01 11:11:20.381257: INFO:  ***** Iteration 2: MOP results *****
2023-Jun-01 11:11:20.381257: INFO:    RMS_contrast                     Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.971366 sampleCoP 0.6346
2023-Jun-01 11:11:20.381257: INFO:    Number_of_rules_passed_limited   Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2023-Jun-01 11:11:20.381257: INFO:    Number_of_rules_failed           Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2023-Jun-01 11:11:20.382252: INFO:    Minimum                          Moving Least Squares of order 2 (exponential weight)      CoP 0.745401 sampleCoP 0
2023-Jun-01 11:11:20.382252: INFO:    Maximum                          Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.962979 sampleCoP 0.70548
2023-Jun-01 11:11:20.382252: INFO:    Average                          Linear Regression of order 1 (with mixed terms)           CoP 0.961852 sampleCoP 0.716668
2023-Jun-01 11:11:20.655435: INFO:  
2023-Jun-01 11:11:20.655435: INFO:  ***** Iteration 3: Global Sampling *****
2023-Jun-01 11:11:20.656430: INFO:  Considering 150 previous designs
2023-Jun-01 11:11:20.656430: INFO:  Number of new designs 50
2023-Jun-01 11:47:01.618260: INFO:  
2023-Jun-01 11:47:01.618260: INFO:  ***** Iteration 3: Building MOP *****
2023-Jun-01 11:47:01.619255: INFO:  Design history: ranges Input 0 50.25 99.75
2023-Jun-01 11:47:01.619255: INFO:  Design history: ranges Input 1 50.25 99.75
2023-Jun-01 11:47:01.619255: INFO:  Design history: ranges Input 2 30.25 79.75
2023-Jun-01 11:47:01.620251: INFO:  Design history: ranges Input 3 30.25 79.75
2023-Jun-01 11:47:01.620251: INFO:  Design history: ranges Input 4 0.25 49.75
2023-Jun-01 11:47:01.620251: INFO:  Design history: Inputs 200 5
2023-Jun-01 11:47:01.621246: INFO:  Design history: Responses 200 6
2023-Jun-01 11:47:01.621246: INFO:  Minimum designs per response : 200
2023-Jun-01 11:47:01.625228: INFO:  Max. responses in parallel: 4
2023-Jun-01 11:47:01.625228: INFO:  Build MOP for response RMS_contrast with 200 designs
2023-Jun-01 11:47:01.626224: INFO: Build subspaces for response RMS_contrast
2023-Jun-01 11:47:01.626224: INFO:  Build MOP for response Number_of_rules_passed_limited with 200 designs
2023-Jun-01 11:47:01.626224: INFO: Build subspaces for response Number_of_rules_passed_limited
2023-Jun-01 11:47:01.627220: INFO:  Build MOP for response Number_of_rules_failed with 200 designs
2023-Jun-01 11:47:01.627220: INFO: Start metamodel evaluation for response Number_of_rules_passed_limited
2023-Jun-01 11:47:01.627220: INFO: Build subspaces for response Number_of_rules_failed
2023-Jun-01 11:47:01.628215: INFO:  Build MOP for response Minimum with 200 designs
2023-Jun-01 11:47:01.628215: INFO: Start metamodel evaluation for response Number_of_rules_failed
2023-Jun-01 11:47:01.629211: INFO: Build subspaces for response Minimum
2023-Jun-01 11:47:01.629211: INFO:  Build MOP for response Maximum with 200 designs
2023-Jun-01 11:47:01.629211: INFO:  Build MOP for response Average with 200 designs
2023-Jun-01 11:47:01.658083: INFO: Start metamodel evaluation for response RMS_contrast
2023-Jun-01 11:47:01.662066: INFO: Start metamodel evaluation for response Minimum
2023-Jun-01 11:47:01.728093: INFO: Number_of_rules_passed_limited Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2023-Jun-01 11:47:01.729053: INFO: Number_of_rules_failed Linear Regression of order 0 (no mixed terms)                0               1                 1.000         1.000
2023-Jun-01 11:47:01.729053: INFO: Finished metamodel evaluation for response Number_of_rules_passed_limited - Collecting results
2023-Jun-01 11:47:01.730049: INFO: Finished metamodel evaluation for response Number_of_rules_failed - Collecting results
2023-Jun-01 11:47:01.730049: INFO: Build subspaces for response Maximum
2023-Jun-01 11:47:01.731044: INFO: Build subspaces for response Average
2023-Jun-01 11:47:01.763825: INFO: Start metamodel evaluation for response Maximum
2023-Jun-01 11:47:01.764820: INFO: Start metamodel evaluation for response Average
2023-Jun-01 11:47:01.788716: INFO: RMS_contrast        Linear Regression of order 1 (no mixed terms)                3               4                 0.763         0.761
2023-Jun-01 11:47:01.789712: INFO: Minimum             Linear Regression of order 1 (no mixed terms)                5               6                 0.570         0.558
2023-Jun-01 11:47:01.790707: INFO: RMS_contrast        Linear Regression of order 1 (with mixed terms)              3               7                 0.862         0.857
2023-Jun-01 11:47:01.790707: INFO: Minimum             Linear Regression of order 1 (with mixed terms)              5              16                 0.566         0.532
2023-Jun-01 11:47:01.791703: INFO: Minimum             Linear Regression of order 2 (with mixed terms, BoxCox)      5              12                 0.728         0.701
2023-Jun-01 11:47:01.792698: INFO: RMS_contrast        Linear Regression of order 2 (with mixed terms, BoxCox)      3              10                 0.974         0.973
2023-Jun-01 11:47:01.885903: INFO: Maximum             Linear Regression of order 1 (no mixed terms)                2               3                 0.809         0.806
2023-Jun-01 11:47:01.886897: INFO: Average             Linear Regression of order 1 (no mixed terms)                5               6                 0.894         0.892
2023-Jun-01 11:47:01.887892: INFO: Maximum             Linear Regression of order 1 (with mixed terms, BoxCox)      3               7                 0.873         0.867
2023-Jun-01 11:47:01.889883: INFO: Average             Linear Regression of order 1 (with mixed terms, BoxCox)      5              16                 0.964         0.961
2023-Jun-01 11:47:01.891874: INFO: Maximum             Linear Regression of order 2 (with mixed terms, BoxCox)      3              10                 0.963         0.961
2023-Jun-01 11:47:01.893866: INFO: Average             Linear Regression of order 2 (with mixed terms)              5              21                 0.973         0.969
2023-Jun-01 11:47:04.437000: INFO: Average             Moving Least Squares of order 1 (exponential weight)         5               6                 0.974         0.959
2023-Jun-01 11:47:04.787378: INFO: Average             Moving Least Squares of order 2 (exponential weight)         5              11                 0.980         0.957
2023-Jun-01 11:47:05.215123: INFO: Average             Kriging (isotropic kernel)                                   5               1                 0.978         0.969
2023-Jun-01 11:47:05.232049: INFO: Finished metamodel evaluation for response Average - Collecting results
2023-Jun-01 11:47:05.505338: INFO: Maximum             Moving Least Squares of order 1 (exponential weight)         3               4                 0.984         0.965
2023-Jun-01 11:47:05.787838: INFO: Maximum             Moving Least Squares of order 2 (exponential weight)         3               7                 0.983         0.972
2023-Jun-01 11:47:05.985473: INFO: RMS_contrast        Moving Least Squares of order 1 (exponential weight)         3               4                 0.983         0.966
2023-Jun-01 11:47:05.993438: INFO: Minimum             Moving Least Squares of order 1 (exponential weight)         3               4                 0.788         0.704
2023-Jun-01 11:47:06.045210: INFO: RMS_contrast        Moving Least Squares of order 2 (exponential weight)         3               7                 0.980         0.973
2023-Jun-01 11:47:06.271886: INFO: Minimum             Moving Least Squares of order 2 (exponential weight)         3               7                 0.829         0.769
2023-Jun-01 11:47:06.438436: INFO: Maximum             Kriging (isotropic kernel)                                   3               1                 0.980         0.971
2023-Jun-01 11:47:06.588965: INFO: Finished metamodel evaluation for response Maximum - Collecting results
2023-Jun-01 11:47:06.875390: INFO: RMS_contrast        Kriging (isotropic kernel)                                   3               1                 0.983         0.979
2023-Jun-01 11:47:06.890324: INFO: Finished metamodel evaluation for response RMS_contrast - Collecting results
2023-Jun-01 11:47:07.123008: INFO: Minimum             Kriging (isotropic kernel)                                   3               1                 0.834         0.752
2023-Jun-01 11:47:07.693037: INFO: Finished metamodel evaluation for response Minimum - Collecting results
2023-Jun-01 11:47:07.703559: INFO:  Active response subspace 11111
2023-Jun-01 11:47:07.704690: INFO:  
2023-Jun-01 11:47:07.705206: INFO:  ***** Iteration 3: MOP results *****
2023-Jun-01 11:47:07.707193: INFO:    RMS_contrast                     Linear Regression of order 2 (with mixed terms, BoxCox)   CoP 0.972592 sampleCoP 0.578217
2023-Jun-01 11:47:07.708254: INFO:    Number_of_rules_passed_limited   Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2023-Jun-01 11:47:07.708769: INFO:    Number_of_rules_failed           Linear Regression of order 0 (no mixed terms)             CoP 1 sampleCoP 1
2023-Jun-01 11:47:07.710373: INFO:    Minimum                          Moving Least Squares of order 2 (exponential weight)      CoP 0.769165 sampleCoP 0
2023-Jun-01 11:47:07.711363: INFO:    Maximum                          Kriging (isotropic kernel)                                CoP 0.97124 sampleCoP 0.71299
2023-Jun-01 11:47:07.712387: INFO:    Average                          Linear Regression of order 1 (with mixed terms, BoxCox)   CoP 0.960708 sampleCoP 0.67078
