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2026_Article_RESILINK_ML
Commit 1e4a941b by Joaquín Irazábal González
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Enhance adaptive acceptance evaluation and robustness study configurations

- Introduced adaptive convergence constants in `adaptive_acceptance.py` to improve convergence evaluation. - Added centralized adaptive convergence evaluation function to streamline convergence checks. - Updated acceptance criteria to include new convergence metrics and ensure backward compatibility. - Enhanced diagnostic messages for better clarity on convergence failures. - Expanded robustness study configurations in `de_robustness_study.py` to include a new population size option (P100).
parent 45fdebdd
Showing with 20 additions and 1155 deletions
.gitignore
...@@ -46,3 +46,23 @@ Code/**/*.svg ...@@ -46,3 +46,23 @@ Code/**/*.svg
# GiD results # GiD results
*.post.lst *.post.lst
*.post.bin *.post.bin
# DE Robustness Study diagnostic outputs (temporary)
Code/reports/width_optimization/de_robustness_study/stage1/
Code/reports/width_optimization/de_robustness_study/stage2/
Code/reports/width_optimization/de_robustness_study/figures/
Code/reports/width_optimization/de_robustness_study_corrected/
Code/data/width_optimization/analysis_tfd100_de_reproducibility/
Code/data/width_optimization/analysis_tfd100_k_sensitivity/
Code/reports/width_optimization/de_robustness_study_corrected/
*_runs.csv
*_histories.npz
*_sensitivity*.csv
*_sensitivity*.md
*_sensitivity*.png
de_robustness_study_corrected/
analysis_tfd100_de_reproducibility/
analysis_tfd100_k_sensitivity/
*_sensitivity*
*_robustness*
de_study_*.log
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B29_H45_it0/DE_REPRODUCIBILITY_REPORT.md deleted 100644 → 0
# DE reproducibility report (TFD_W=100)
> Method note: the production DE acceptance gate uses **performance
> reproducibility** (fraction of runs with objective indistinguishable from
> the best run). Performance equivalence is evaluated using a relative
> error with respect to the best objective value, making the criterion
> independent of the absolute scale of the optimized quantity:
>
> $$ \frac{|J_r-J_{best}|} {|J_{best}|} \le10^{-3}. $$
>
> The denominator uses a machine-precision safeguard only, not an
> engineering tolerance. **Geometry reproducibility** (1% normalized-design
> rule) is diagnostic only: geometrically distinct designs may be equally
> converged when their optimized physical performance is numerically
> indistinguishable.
## RBF 3W B29_H45 iteration 0 stage 1
- current reproducibility: 6.67% (24 basins); connected: 6.67% (24 basins)
- objective: min -71.5956, median -71.5956, IQR 6.02e-07
- min_window_tfd: IQR 6.02e-07
- diagnosis: PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE
- recommendation: NO_DE_CHANGE_NEEDED
## RBF 3W B29_H45 iteration 0 stage 2
- current reproducibility: 100.00% (1 basins); connected: 100.00% (1 basins)
- objective: min -1.25433e-06, median -1.25433e-06, IQR 8.76e-14
- distortion: IQR 8.76e-14
- diagnosis: PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE
- recommendation: NO_DE_CHANGE_NEEDED
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B29_H45_it0/de_basin_design_tolerance_sensitivity.csv deleted 100644 → 0
method,family,configuration,iteration,stage,design_tolerance,n_basins,dominant_basin_size,reproducibility_rate
rbf,3W,B29_H45,0,1,0.005,30,1,0.0333333333333333
rbf,3W,B29_H45,0,1,0.01,24,2,0.0666666666666666
rbf,3W,B29_H45,0,1,0.02,12,4,0.1333333333333333
rbf,3W,B29_H45,0,1,0.05,5,10,0.3333333333333333
rbf,3W,B29_H45,0,1,0.1,3,15,0.5
rbf,3W,B29_H45,0,2,0.005,1,30,1.0
rbf,3W,B29_H45,0,2,0.01,1,30,1.0
rbf,3W,B29_H45,0,2,0.02,1,30,1.0
rbf,3W,B29_H45,0,2,0.05,1,30,1.0
rbf,3W,B29_H45,0,2,0.1,1,30,1.0
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B29_H45_it0/de_basin_objective_tolerance_sensitivity.csv deleted 100644 → 0
method,family,configuration,iteration,stage,relative_objective_tolerance,absolute_objective_tolerance,design_tolerance,n_basins,dominant_basin_size,reproducibility_rate
rbf,3W,B29_H45,0,1,0.0001,1e-06,0.01,24,2,0.0666666666666666
rbf,3W,B29_H45,0,1,0.001,1e-06,0.01,24,2,0.0666666666666666
rbf,3W,B29_H45,0,1,0.01,1e-06,0.01,24,2,0.0666666666666666
rbf,3W,B29_H45,0,2,0.0001,1e-06,0.01,1,30,1.0
rbf,3W,B29_H45,0,2,0.001,1e-06,0.01,1,30,1.0
rbf,3W,B29_H45,0,2,0.01,1e-06,0.01,1,30,1.0
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B29_H45_it0/de_initialization_recommendation.csv deleted 100644 → 0
method,family,configuration,iteration,stage2_baseline_reproducibility,stage2_baseline_diagnosis,anchored_reproducibility,same_performance_region,recommendation
rbf,3W,B29_H45,0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B29_H45_it0/de_reproducibility_diagnosis.csv deleted 100644 → 0
method,family,configuration,iteration,stage,current_reproducibility,connected_component_reproducibility,n_current_basins,n_connected_basins,min_objective,median_objective,max_objective,objective_iqr,min_criterion,median_criterion,max_criterion,criterion_iqr,criterion,tw1_normalized_iqr,tw2_normalized_iqr,tw3_normalized_iqr,median_stage1_preservation_slack,fraction_stage2_near_preservation_boundary,fraction_success,fraction_maxiter_reached,median_nit,median_nfev,diagnosis,stage1_tmin_star,stage1_preservation_tolerance,recommendation
rbf,3W,B29_H45,0,1,0.0666666666666666,0.0666666666666666,24,24,-71.5956013132062,-71.59560089957938,-71.59559798921941,6.015981171003659e-07,71.59559798921941,71.59560089957921,71.5956013132062,6.015986002694262e-07,min_window_tfd,0.0184003597957951,0.0577893234235564,0.0672450989617001,,,1.0,0.0,132.5,4730.5,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,,,NO_DE_CHANGE_NEEDED
rbf,3W,B29_H45,0,2,1.0,1.0,1,1,-1.254328973833789e-06,-1.2543289298759051e-06,-1.2543287806747263e-06,8.7617554990897e-14,1.2543287806747263e-06,1.2543289298758876e-06,1.254328973833789e-06,8.761755372034759e-14,distortion_measure,1.4080043361786032e-07,4.568243211489077e-08,6.251308748428387e-08,0.0009919696969689,1.0,1.0,0.0,352.5,2058.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,71.5956013132062,0.001,NO_DE_CHANGE_NEEDED
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B29_H45_it0/de_stage2_initialization_comparison.csv deleted 100644 → 0
method,family,configuration,iteration,initialization,n_runs,current_basin_reproducibility,connected_component_reproducibility,n_basins,min_objective,median_objective,objective_iqr,median_min_window_tfd,min_window_tfd_iqr,median_distortion_measure,distortion_iqr,tw1_iqr,tw2_iqr,tw3_iqr,median_nit,median_nfev,fraction_success,anchor_slack_at_x0
rbf,3W,B29_H45,0,baseline,30,1.0,1.0,1,-1.254328973833789e-06,-1.2543289298759051e-06,8.7617554990897e-14,71.59559328290317,2.464037933691543e-05,1.2543289298758876e-06,8.761755372034759e-14,1.4080043361786032e-07,4.5682432114890765e-08,6.251308748428387e-08,352.5,2058.0,1.0,0.0010000000000047
rbf,3W,B29_H45,0,anchored,30,1.0,1.0,1,-1.2543289694231475e-06,-1.2543289140546837e-06,3.5692521453264075e-14,71.59559565186947,8.129696908554251e-06,1.2543289140546837e-06,3.5692521453264075e-14,4.587594001903562e-08,4.01467325494842e-08,4.60339001362442e-08,409.5,2670.5,1.0,0.0010000000000047
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B29_H45_it0/de_stage_summary.csv deleted 100644 → 0
method,family,configuration,iteration,stage,current_reproducibility,connected_component_reproducibility,n_current_basins,n_connected_basins,min_objective,median_objective,max_objective,objective_iqr,min_criterion,median_criterion,max_criterion,criterion_iqr,criterion,tw1_normalized_iqr,tw2_normalized_iqr,tw3_normalized_iqr,median_stage1_preservation_slack,fraction_stage2_near_preservation_boundary,fraction_success,fraction_maxiter_reached,median_nit,median_nfev,diagnosis,stage1_tmin_star,stage1_preservation_tolerance
rbf,3W,B29_H45,0,1,0.0666666666666666,0.0666666666666666,24,24,-71.5956013132062,-71.59560089957938,-71.59559798921941,6.015981171003659e-07,71.59559798921941,71.59560089957921,71.5956013132062,6.015986002694262e-07,min_window_tfd,0.0184003597957951,0.0577893234235564,0.0672450989617001,,,1.0,0.0,132.5,4730.5,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,,
rbf,3W,B29_H45,0,2,1.0,1.0,1,1,-1.254328973833789e-06,-1.2543289298759051e-06,-1.2543287806747263e-06,8.7617554990897e-14,1.2543287806747263e-06,1.2543289298758876e-06,1.254328973833789e-06,8.761755372034759e-14,distortion_measure,1.4080043361786032e-07,4.5682432114890765e-08,6.251308748428387e-08,0.0009919696969689,1.0,1.0,0.0,352.5,2058.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,71.5956013132062,0.001
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B29_H45_it0/performance_reproducibility_old_vs_scale_aware.csv deleted 100644 → 0
method,family,configuration,iteration,stage,best_objective,objective_scale,old_performance_reproducibility_rate,new_performance_reproducibility_rate,old_performance_pass,new_performance_pass,geometry_reproducibility_rate,objective_iqr,objective_range,new_performance_relative_tolerance,max_relative_error_in_equivalent_group
rbf,3W,B29_H45,0,1,-71.5956013132062,71.5956013132062,1.0,1.0,True,True,0.06666666666666667,6.015981171003659e-07,3.3239867889278685e-06,0.001,4.6427248713039875e-08
rbf,3W,B29_H45,0,2,-1.254328973833789e-06,1.254328973833789e-06,1.0,1.0,True,True,1.0,8.7617554990897e-14,1.9315906258205145e-13,0.001,1.5399394147108888e-07
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B34_H45_it0/DE_REPRODUCIBILITY_REPORT.md deleted 100644 → 0
# DE reproducibility report (TFD_W=100)
> Method note: the production DE acceptance gate uses **performance
> reproducibility** (fraction of runs with objective indistinguishable from
> the best run). Performance equivalence is evaluated using a relative
> error with respect to the best objective value, making the criterion
> independent of the absolute scale of the optimized quantity:
>
> $$ \frac{|J_r-J_{best}|} {|J_{best}|} \le10^{-3}. $$
>
> The denominator uses a machine-precision safeguard only, not an
> engineering tolerance. **Geometry reproducibility** (1% normalized-design
> rule) is diagnostic only: geometrically distinct designs may be equally
> converged when their optimized physical performance is numerically
> indistinguishable.
## RBF 3W B34_H45 iteration 0 stage 1
- current reproducibility: 60.00% (2 basins); connected: 60.00% (2 basins)
- objective: min -84.4193, median -84.4193, IQR 16.3
- min_window_tfd: IQR 16.3
- diagnosis: MULTIPLE_PERFORMANCE_OPTIMA
- recommendation: NO_DE_CHANGE_NEEDED
## RBF 3W B34_H45 iteration 0 stage 2
- current reproducibility: 96.67% (2 basins); connected: 96.67% (2 basins)
- objective: min -1.37016e-06, median -1.37016e-06, IQR 1.14e-13
- distortion: IQR 1.13e-13
- diagnosis: PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE
- recommendation: NO_DE_CHANGE_NEEDED
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B34_H45_it0/de_basin_design_tolerance_sensitivity.csv deleted 100644 → 0
method,family,configuration,iteration,stage,design_tolerance,n_basins,dominant_basin_size,reproducibility_rate
rbf,3W,B34_H45,0,1,0.005,2,18,0.6
rbf,3W,B34_H45,0,1,0.01,2,18,0.6
rbf,3W,B34_H45,0,1,0.02,2,18,0.6
rbf,3W,B34_H45,0,1,0.05,2,18,0.6
rbf,3W,B34_H45,0,1,0.1,2,18,0.6
rbf,3W,B34_H45,0,2,0.005,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.01,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.02,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.05,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.1,2,29,0.9666666666666668
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B34_H45_it0/de_basin_objective_tolerance_sensitivity.csv deleted 100644 → 0
method,family,configuration,iteration,stage,relative_objective_tolerance,absolute_objective_tolerance,design_tolerance,n_basins,dominant_basin_size,reproducibility_rate
rbf,3W,B34_H45,0,1,0.0001,1e-06,0.01,2,18,0.6
rbf,3W,B34_H45,0,1,0.001,1e-06,0.01,2,18,0.6
rbf,3W,B34_H45,0,1,0.01,1e-06,0.01,2,18,0.6
rbf,3W,B34_H45,0,2,0.0001,1e-06,0.01,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.001,1e-06,0.01,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.01,1e-06,0.01,2,29,0.9666666666666668
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B34_H45_it0/de_initialization_recommendation.csv deleted 100644 → 0
method,family,configuration,iteration,stage2_baseline_reproducibility,stage2_baseline_diagnosis,anchored_reproducibility,same_performance_region,recommendation
rbf,3W,B34_H45,0,0.9666666666666668,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B34_H45_it0/de_reproducibility_diagnosis.csv deleted 100644 → 0
method,family,configuration,iteration,stage,current_reproducibility,connected_component_reproducibility,n_current_basins,n_connected_basins,min_objective,median_objective,max_objective,objective_iqr,min_criterion,median_criterion,max_criterion,criterion_iqr,criterion,tw1_normalized_iqr,tw2_normalized_iqr,tw3_normalized_iqr,median_stage1_preservation_slack,fraction_stage2_near_preservation_boundary,fraction_success,fraction_maxiter_reached,median_nit,median_nfev,diagnosis,stage1_tmin_star,stage1_preservation_tolerance,recommendation
rbf,3W,B34_H45,0,1,0.6,0.6,2,2,-84.41932488393286,-84.41930611909766,-68.16654672150253,16.25275633950025,68.16654672150253,84.41930611909766,84.4193248839324,16.252756339500706,min_window_tfd,0.1301017517760909,0.2018402877652562,0.2243645438102934,,,1.0,0.0,94.0,3636.5,MULTIPLE_PERFORMANCE_OPTIMA,,,NO_DE_CHANGE_NEEDED
rbf,3W,B34_H45,0,2,0.9666666666666668,0.9666666666666668,2,2,-1.3701563654609407e-06,-1.3701562628877468e-06,-1.37015600160816e-06,1.1362420238802365e-13,1.0559217696110235e-06,1.3701562483667887e-06,1.3701563654609422e-06,1.1326159774769945e-13,distortion_measure,1.1543056455121105e-07,1.952978379016201e-08,4.186288649066228e-08,1.1403447217617213e-06,1.0,0.9666666666666668,0.0333333333333333,146.0,795.5,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,84.41932488393286,0.001,NO_DE_CHANGE_NEEDED
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B34_H45_it0/de_stage2_initialization_comparison.csv deleted 100644 → 0
method,family,configuration,iteration,initialization,n_runs,current_basin_reproducibility,connected_component_reproducibility,n_basins,min_objective,median_objective,objective_iqr,median_min_window_tfd,min_window_tfd_iqr,median_distortion_measure,distortion_iqr,tw1_iqr,tw2_iqr,tw3_iqr,median_nit,median_nfev,fraction_success,anchor_slack_at_x0
rbf,3W,B34_H45,0,baseline,30,0.9666666666666668,0.9666666666666668,2,-1.3701563654609407e-06,-1.3701562483667887e-06,1.132615966889083e-13,84.41832602427758,1.9576272052290733e-06,1.3701562483667887e-06,1.1326159774769945e-13,1.1543056455121105e-07,1.952978379016201e-08,4.186288649066228e-08,146.0,795.5,0.9666666666666668,0.00099999999955
rbf,3W,B34_H45,0,anchored,30,1.0,1.0,1,-1.3701563070704276e-06,-1.3701562377520515e-06,8.373641212185342e-14,84.41832617546447,1.6218901919273776e-06,1.3701562377520515e-06,8.373641212185342e-14,7.378348648723333e-08,1.6141595060581437e-08,4.3426099827215126e-08,153.0,789.0,1.0,0.00099999999955
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B34_H45_it0/de_stage_summary.csv deleted 100644 → 0
method,family,configuration,iteration,stage,current_reproducibility,connected_component_reproducibility,n_current_basins,n_connected_basins,min_objective,median_objective,max_objective,objective_iqr,min_criterion,median_criterion,max_criterion,criterion_iqr,criterion,tw1_normalized_iqr,tw2_normalized_iqr,tw3_normalized_iqr,median_stage1_preservation_slack,fraction_stage2_near_preservation_boundary,fraction_success,fraction_maxiter_reached,median_nit,median_nfev,diagnosis,stage1_tmin_star,stage1_preservation_tolerance
rbf,3W,B34_H45,0,1,0.6,0.6,2,2,-84.41932488393286,-84.41930611909766,-68.16654672150253,16.25275633950025,68.16654672150253,84.41930611909766,84.4193248839324,16.252756339500706,min_window_tfd,0.1301017517760909,0.2018402877652562,0.2243645438102934,,,1.0,0.0,94.0,3636.5,MULTIPLE_PERFORMANCE_OPTIMA,,
rbf,3W,B34_H45,0,2,0.9666666666666668,0.9666666666666668,2,2,-1.3701563654609407e-06,-1.3701562628877468e-06,-1.37015600160816e-06,1.1362420238802365e-13,1.0559217696110235e-06,1.3701562483667887e-06,1.3701563654609422e-06,1.1326159774769945e-13,distortion_measure,1.1543056455121105e-07,1.952978379016201e-08,4.186288649066228e-08,1.1403447217617213e-06,1.0,0.9666666666666668,0.0333333333333333,146.0,795.5,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,84.41932488393286,0.001
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_3W_B34_H45_it0/performance_reproducibility_old_vs_scale_aware.csv deleted 100644 → 0
method,family,configuration,iteration,stage,best_objective,objective_scale,old_performance_reproducibility_rate,new_performance_reproducibility_rate,old_performance_pass,new_performance_pass,geometry_reproducibility_rate,objective_iqr,objective_range,new_performance_relative_tolerance,max_relative_error_in_equivalent_group
rbf,3W,B34_H45,0,1,-84.41932488393286,84.41932488393286,0.6,0.6,False,False,0.6,16.25275633950025,16.25277816243033,0.001,3.109035540255846e-07
rbf,3W,B34_H45,0,2,-1.3701563654609407e-06,1.3701563654609407e-06,1.0,0.9666666666666667,True,True,0.9666666666666667,1.1362420238802365e-13,3.6385278085318605e-13,0.001,2.6555566213114705e-07
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_5W_B34_H60_it0/DE_REPRODUCIBILITY_REPORT.md deleted 100644 → 0
# DE reproducibility report (TFD_W=100)
> Method note: the production DE acceptance gate uses **performance
> reproducibility** (fraction of runs with objective indistinguishable from
> the best run). Performance equivalence is evaluated using a relative
> error with respect to the best objective value, making the criterion
> independent of the absolute scale of the optimized quantity:
>
> $$ \frac{|J_r-J_{best}|} {|J_{best}|} \le10^{-3}. $$
>
> The denominator uses a machine-precision safeguard only, not an
> engineering tolerance. **Geometry reproducibility** (1% normalized-design
> rule) is diagnostic only: geometrically distinct designs may be equally
> converged when their optimized physical performance is numerically
> indistinguishable.
## RBF 5W B34_H60 iteration 0 stage 1
- current reproducibility: 100.00% (1 basins); connected: 100.00% (1 basins)
- objective: min -78.9975, median -78.9975, IQR 2.6e-05
- min_window_tfd: IQR 2.6e-05
- diagnosis: PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE
- recommendation: NO_DE_CHANGE_NEEDED
## RBF 5W B34_H60 iteration 0 stage 2
- current reproducibility: 100.00% (1 basins); connected: 100.00% (1 basins)
- objective: min -1.8915e-06, median -1.8915e-06, IQR 2.4e-13
- distortion: IQR 2.4e-13
- diagnosis: PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE
- recommendation: NO_DE_CHANGE_NEEDED
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_5W_B34_H60_it0/de_basin_design_tolerance_sensitivity.csv deleted 100644 → 0
method,family,configuration,iteration,stage,design_tolerance,n_basins,dominant_basin_size,reproducibility_rate
rbf,5W,B34_H60,0,1,0.005,1,30,1.0
rbf,5W,B34_H60,0,1,0.01,1,30,1.0
rbf,5W,B34_H60,0,1,0.02,1,30,1.0
rbf,5W,B34_H60,0,1,0.05,1,30,1.0
rbf,5W,B34_H60,0,1,0.1,1,30,1.0
rbf,5W,B34_H60,0,2,0.005,1,30,1.0
rbf,5W,B34_H60,0,2,0.01,1,30,1.0
rbf,5W,B34_H60,0,2,0.02,1,30,1.0
rbf,5W,B34_H60,0,2,0.05,1,30,1.0
rbf,5W,B34_H60,0,2,0.1,1,30,1.0
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_5W_B34_H60_it0/de_basin_objective_tolerance_sensitivity.csv deleted 100644 → 0
method,family,configuration,iteration,stage,relative_objective_tolerance,absolute_objective_tolerance,design_tolerance,n_basins,dominant_basin_size,reproducibility_rate
rbf,5W,B34_H60,0,1,0.0001,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,1,0.001,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,1,0.01,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,2,0.0001,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,2,0.001,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,2,0.01,1e-06,0.01,1,30,1.0
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_5W_B34_H60_it0/de_initialization_recommendation.csv deleted 100644 → 0
method,family,configuration,iteration,stage2_baseline_reproducibility,stage2_baseline_diagnosis,anchored_reproducibility,same_performance_region,recommendation
rbf,5W,B34_H60,0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_5W_B34_H60_it0/de_reproducibility_diagnosis.csv deleted 100644 → 0
method,family,configuration,iteration,stage,current_reproducibility,connected_component_reproducibility,n_current_basins,n_connected_basins,min_objective,median_objective,max_objective,objective_iqr,min_criterion,median_criterion,max_criterion,criterion_iqr,criterion,tw1_normalized_iqr,tw2_normalized_iqr,tw3_normalized_iqr,tw4_normalized_iqr,tw5_normalized_iqr,median_stage1_preservation_slack,fraction_stage2_near_preservation_boundary,fraction_success,fraction_maxiter_reached,median_nit,median_nfev,diagnosis,stage1_tmin_star,stage1_preservation_tolerance,recommendation
rbf,5W,B34_H60,0,1,1.0,1.0,1,1,-78.99753544302803,-78.99751907918744,-78.99748326756526,2.599466279207263e-05,78.99748326756526,78.99751907918744,78.99753544302803,2.599465733510442e-05,min_window_tfd,5.166539409351412e-07,6.008626121101202e-07,6.171728226256334e-07,1.1009556554752995e-06,3.1500058967586545e-07,,,1.0,0.0,138.5,10510.5,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,,,NO_DE_CHANGE_NEEDED
rbf,5W,B34_H60,0,2,1.0,1.0,1,1,-1.8914993261601088e-06,-1.8914989645642051e-06,-1.8914984717665609e-06,2.398713075550321e-13,1.8914984717665609e-06,1.8914989645642051e-06,1.8914993261601088e-06,2.398713077667904e-13,distortion_measure,5.255220773825453e-07,7.604286126894344e-07,1.329864882659848e-07,2.055881256901593e-07,2.8005259698561854e-08,7.009582816408511e-07,1.0,1.0,0.0,246.0,2173.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,78.99753544302803,0.001,NO_DE_CHANGE_NEEDED
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_5W_B34_H60_it0/de_stage2_initialization_comparison.csv deleted 100644 → 0
method,family,configuration,iteration,initialization,n_runs,current_basin_reproducibility,connected_component_reproducibility,n_basins,min_objective,median_objective,objective_iqr,median_min_window_tfd,min_window_tfd_iqr,median_distortion_measure,distortion_iqr,tw1_iqr,tw2_iqr,tw3_iqr,tw4_iqr,tw5_iqr,median_nit,median_nfev,fraction_success,anchor_slack_at_x0
rbf,5W,B34_H60,0,baseline,30,1.0,1.0,1,-1.8914993261601088e-06,-1.8914989645642055e-06,2.398713075550321e-13,78.9965361439863,8.376027835765854e-07,1.8914989645642055e-06,2.398713077667904e-13,5.255220773825453e-07,7.604286126894344e-07,1.329864882659848e-07,2.055881256901593e-07,2.8005259698561854e-08,246.0,2173.0,1.0,0.0010000000000047
rbf,5W,B34_H60,0,anchored,30,1.0,1.0,1,-1.8914992484631725e-06,-1.8914989912505403e-06,1.6842107974574037e-13,78.99653642683916,1.417150997440331e-06,1.8914989912505403e-06,1.6842107974574037e-13,3.511459021610097e-07,4.07063231733229e-07,1.0752767132249377e-07,1.364096300915385e-07,3.1452717668451723e-08,248.5,2100.5,1.0,0.0010000000000047
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_5W_B34_H60_it0/de_stage_summary.csv deleted 100644 → 0
method,family,configuration,iteration,stage,current_reproducibility,connected_component_reproducibility,n_current_basins,n_connected_basins,min_objective,median_objective,max_objective,objective_iqr,min_criterion,median_criterion,max_criterion,criterion_iqr,criterion,tw1_normalized_iqr,tw2_normalized_iqr,tw3_normalized_iqr,tw4_normalized_iqr,tw5_normalized_iqr,median_stage1_preservation_slack,fraction_stage2_near_preservation_boundary,fraction_success,fraction_maxiter_reached,median_nit,median_nfev,diagnosis,stage1_tmin_star,stage1_preservation_tolerance
rbf,5W,B34_H60,0,1,1.0,1.0,1,1,-78.99753544302803,-78.99751907918744,-78.99748326756526,2.599466279207263e-05,78.99748326756526,78.99751907918744,78.99753544302803,2.599465733510442e-05,min_window_tfd,5.166539409351412e-07,6.008626121101202e-07,6.171728226256334e-07,1.1009556554752995e-06,3.1500058967586545e-07,,,1.0,0.0,138.5,10510.5,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,,
rbf,5W,B34_H60,0,2,1.0,1.0,1,1,-1.8914993261601088e-06,-1.8914989645642055e-06,-1.8914984717665609e-06,2.398713075550321e-13,1.8914984717665609e-06,1.8914989645642055e-06,1.8914993261601088e-06,2.398713077667904e-13,distortion_measure,5.255220773825453e-07,7.604286126894344e-07,1.329864882659848e-07,2.055881256901593e-07,2.8005259698561854e-08,7.009582816408511e-07,1.0,1.0,0.0,246.0,2173.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,78.99753544302803,0.001
Code/data/width_optimization/analysis_tfd100_de_reproducibility/chunks_RBF_5W_B34_H60_it0/performance_reproducibility_old_vs_scale_aware.csv deleted 100644 → 0
method,family,configuration,iteration,stage,best_objective,objective_scale,old_performance_reproducibility_rate,new_performance_reproducibility_rate,old_performance_pass,new_performance_pass,geometry_reproducibility_rate,objective_iqr,objective_range,new_performance_relative_tolerance,max_relative_error_in_equivalent_group
rbf,5W,B34_H60,0,1,-78.99753544302803,78.99753544302803,1.0,1.0,True,True,1.0,2.599466279207263e-05,5.217546276981011e-05,0.001,6.604695004369897e-07
rbf,5W,B34_H60,0,2,-1.8914993261601088e-06,1.8914993261601088e-06,1.0,1.0,True,True,1.0,2.398713073432739e-13,8.543935479459429e-13,0.001,4.5170174587396153e-07
Code/data/width_optimization/analysis_tfd100_de_reproducibility/de_basin_design_tolerance_sensitivity.csv deleted 100644 → 0
method,family,configuration,iteration,stage,design_tolerance,geometry_n_basins,dominant_basin_size,geometry_reproducibility_rate
ml,2W,B29_H30,0,1,0.005,6,10,0.3333333333333333
ml,2W,B29_H30,0,1,0.01,4,16,0.5333333333333333
ml,2W,B29_H30,0,1,0.02,2,18,0.6
ml,2W,B29_H30,0,1,0.05,1,30,1.0
ml,2W,B29_H30,0,1,0.1,1,30,1.0
ml,2W,B29_H30,0,2,0.005,1,30,1.0
ml,2W,B29_H30,0,2,0.01,1,30,1.0
ml,2W,B29_H30,0,2,0.02,1,30,1.0
ml,2W,B29_H30,0,2,0.05,1,30,1.0
ml,2W,B29_H30,0,2,0.1,1,30,1.0
ml,2W,B29_H30,1,1,0.005,2,29,0.9666666666666668
ml,2W,B29_H30,1,1,0.01,2,29,0.9666666666666668
ml,2W,B29_H30,1,1,0.02,2,29,0.9666666666666668
ml,2W,B29_H30,1,1,0.05,2,29,0.9666666666666668
ml,2W,B29_H30,1,1,0.1,2,29,0.9666666666666668
ml,2W,B29_H30,1,2,0.005,1,30,1.0
ml,2W,B29_H30,1,2,0.01,1,30,1.0
ml,2W,B29_H30,1,2,0.02,1,30,1.0
ml,2W,B29_H30,1,2,0.05,1,30,1.0
ml,2W,B29_H30,1,2,0.1,1,30,1.0
ml,3W,B29_H45,0,1,0.005,24,3,0.1
ml,3W,B29_H45,0,1,0.01,13,5,0.1666666666666666
ml,3W,B29_H45,0,1,0.02,6,10,0.3333333333333333
ml,3W,B29_H45,0,1,0.05,3,18,0.6
ml,3W,B29_H45,0,1,0.1,1,30,1.0
ml,3W,B29_H45,0,2,0.005,2,18,0.6
ml,3W,B29_H45,0,2,0.01,2,18,0.6
ml,3W,B29_H45,0,2,0.02,2,18,0.6
ml,3W,B29_H45,0,2,0.05,2,18,0.6
ml,3W,B29_H45,0,2,0.1,1,30,1.0
ml,3W,B29_H45,1,1,0.005,28,2,0.0666666666666666
ml,3W,B29_H45,1,1,0.01,22,2,0.0666666666666666
ml,3W,B29_H45,1,1,0.02,17,4,0.1333333333333333
ml,3W,B29_H45,1,1,0.05,6,9,0.3
ml,3W,B29_H45,1,1,0.1,2,27,0.9
ml,3W,B29_H45,1,2,0.005,1,30,1.0
ml,3W,B29_H45,1,2,0.01,1,30,1.0
ml,3W,B29_H45,1,2,0.02,1,30,1.0
ml,3W,B29_H45,1,2,0.05,1,30,1.0
ml,3W,B29_H45,1,2,0.1,1,30,1.0
ml,3W,B34_H45,0,1,0.005,3,28,0.9333333333333332
ml,3W,B34_H45,0,1,0.01,3,28,0.9333333333333332
ml,3W,B34_H45,0,1,0.02,2,28,0.9333333333333332
ml,3W,B34_H45,0,1,0.05,2,28,0.9333333333333332
ml,3W,B34_H45,0,1,0.1,2,28,0.9333333333333332
ml,3W,B34_H45,0,2,0.005,2,17,0.5666666666666667
ml,3W,B34_H45,0,2,0.01,2,17,0.5666666666666667
ml,3W,B34_H45,0,2,0.02,2,17,0.5666666666666667
ml,3W,B34_H45,0,2,0.05,2,17,0.5666666666666667
ml,3W,B34_H45,0,2,0.1,2,17,0.5666666666666667
ml,3W,B34_H45,1,1,0.005,2,21,0.7
ml,3W,B34_H45,1,1,0.01,2,21,0.7
ml,3W,B34_H45,1,1,0.02,2,21,0.7
ml,3W,B34_H45,1,1,0.05,2,21,0.7
ml,3W,B34_H45,1,1,0.1,2,21,0.7
ml,3W,B34_H45,1,2,0.005,1,30,1.0
ml,3W,B34_H45,1,2,0.01,1,30,1.0
ml,3W,B34_H45,1,2,0.02,1,30,1.0
ml,3W,B34_H45,1,2,0.05,1,30,1.0
ml,3W,B34_H45,1,2,0.1,1,30,1.0
ml,5W,B34_H60,0,1,0.005,28,2,0.0666666666666666
ml,5W,B34_H60,0,1,0.01,21,3,0.1
ml,5W,B34_H60,0,1,0.02,10,8,0.2666666666666666
ml,5W,B34_H60,0,1,0.05,3,27,0.9
ml,5W,B34_H60,0,1,0.1,1,30,1.0
ml,5W,B34_H60,0,2,0.005,3,27,0.9
ml,5W,B34_H60,0,2,0.01,3,27,0.9
ml,5W,B34_H60,0,2,0.02,3,27,0.9
ml,5W,B34_H60,0,2,0.05,2,27,0.9
ml,5W,B34_H60,0,2,0.1,1,30,1.0
ml,5W,B34_H60,1,1,0.005,1,30,1.0
ml,5W,B34_H60,1,1,0.01,1,30,1.0
ml,5W,B34_H60,1,1,0.02,1,30,1.0
ml,5W,B34_H60,1,1,0.05,1,30,1.0
ml,5W,B34_H60,1,1,0.1,1,30,1.0
ml,5W,B34_H60,1,2,0.005,1,30,1.0
ml,5W,B34_H60,1,2,0.01,1,30,1.0
ml,5W,B34_H60,1,2,0.02,1,30,1.0
ml,5W,B34_H60,1,2,0.05,1,30,1.0
ml,5W,B34_H60,1,2,0.1,1,30,1.0
rbf,2W,B29_H30,0,1,0.005,17,4,0.1333333333333333
rbf,2W,B29_H30,0,1,0.01,10,7,0.2333333333333333
rbf,2W,B29_H30,0,1,0.02,7,10,0.3333333333333333
rbf,2W,B29_H30,0,1,0.05,3,15,0.5
rbf,2W,B29_H30,0,1,0.1,2,26,0.8666666666666667
rbf,2W,B29_H30,0,2,0.005,1,30,1.0
rbf,2W,B29_H30,0,2,0.01,1,30,1.0
rbf,2W,B29_H30,0,2,0.02,1,30,1.0
rbf,2W,B29_H30,0,2,0.05,1,30,1.0
rbf,2W,B29_H30,0,2,0.1,1,30,1.0
rbf,2W,B29_H30,1,1,0.005,1,30,1.0
rbf,2W,B29_H30,1,1,0.01,1,30,1.0
rbf,2W,B29_H30,1,1,0.02,1,30,1.0
rbf,2W,B29_H30,1,1,0.05,1,30,1.0
rbf,2W,B29_H30,1,1,0.1,1,30,1.0
rbf,2W,B29_H30,1,2,0.005,1,30,1.0
rbf,2W,B29_H30,1,2,0.01,1,30,1.0
rbf,2W,B29_H30,1,2,0.02,1,30,1.0
rbf,2W,B29_H30,1,2,0.05,1,30,1.0
rbf,2W,B29_H30,1,2,0.1,1,30,1.0
rbf,3W,B29_H45,0,1,0.005,30,1,0.0333333333333333
rbf,3W,B29_H45,0,1,0.01,24,2,0.0666666666666666
rbf,3W,B29_H45,0,1,0.02,12,4,0.1333333333333333
rbf,3W,B29_H45,0,1,0.05,5,10,0.3333333333333333
rbf,3W,B29_H45,0,1,0.1,3,15,0.5
rbf,3W,B29_H45,0,2,0.005,1,30,1.0
rbf,3W,B29_H45,0,2,0.01,1,30,1.0
rbf,3W,B29_H45,0,2,0.02,1,30,1.0
rbf,3W,B29_H45,0,2,0.05,1,30,1.0
rbf,3W,B29_H45,0,2,0.1,1,30,1.0
rbf,3W,B29_H45,1,1,0.005,27,3,0.1
rbf,3W,B29_H45,1,1,0.01,21,3,0.1
rbf,3W,B29_H45,1,1,0.02,11,6,0.2
rbf,3W,B29_H45,1,1,0.05,4,22,0.7333333333333333
rbf,3W,B29_H45,1,1,0.1,1,30,1.0
rbf,3W,B29_H45,1,2,0.005,1,30,1.0
rbf,3W,B29_H45,1,2,0.01,1,30,1.0
rbf,3W,B29_H45,1,2,0.02,1,30,1.0
rbf,3W,B29_H45,1,2,0.05,1,30,1.0
rbf,3W,B29_H45,1,2,0.1,1,30,1.0
rbf,3W,B34_H45,0,1,0.005,2,18,0.6
rbf,3W,B34_H45,0,1,0.01,2,18,0.6
rbf,3W,B34_H45,0,1,0.02,2,18,0.6
rbf,3W,B34_H45,0,1,0.05,2,18,0.6
rbf,3W,B34_H45,0,1,0.1,2,18,0.6
rbf,3W,B34_H45,0,2,0.005,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.01,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.02,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.05,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.1,2,29,0.9666666666666668
rbf,3W,B34_H45,1,1,0.005,2,21,0.7
rbf,3W,B34_H45,1,1,0.01,2,21,0.7
rbf,3W,B34_H45,1,1,0.02,2,21,0.7
rbf,3W,B34_H45,1,1,0.05,2,21,0.7
rbf,3W,B34_H45,1,1,0.1,2,21,0.7
rbf,3W,B34_H45,1,2,0.005,1,30,1.0
rbf,3W,B34_H45,1,2,0.01,1,30,1.0
rbf,3W,B34_H45,1,2,0.02,1,30,1.0
rbf,3W,B34_H45,1,2,0.05,1,30,1.0
rbf,3W,B34_H45,1,2,0.1,1,30,1.0
rbf,5W,B34_H60,0,1,0.005,1,30,1.0
rbf,5W,B34_H60,0,1,0.01,1,30,1.0
rbf,5W,B34_H60,0,1,0.02,1,30,1.0
rbf,5W,B34_H60,0,1,0.05,1,30,1.0
rbf,5W,B34_H60,0,1,0.1,1,30,1.0
rbf,5W,B34_H60,0,2,0.005,1,30,1.0
rbf,5W,B34_H60,0,2,0.01,1,30,1.0
rbf,5W,B34_H60,0,2,0.02,1,30,1.0
rbf,5W,B34_H60,0,2,0.05,1,30,1.0
rbf,5W,B34_H60,0,2,0.1,1,30,1.0
rbf,5W,B34_H60,1,1,0.005,26,2,0.0666666666666666
rbf,5W,B34_H60,1,1,0.01,14,6,0.2
rbf,5W,B34_H60,1,1,0.02,3,19,0.6333333333333333
rbf,5W,B34_H60,1,1,0.05,1,30,1.0
rbf,5W,B34_H60,1,1,0.1,1,30,1.0
rbf,5W,B34_H60,1,2,0.005,1,30,1.0
rbf,5W,B34_H60,1,2,0.01,1,30,1.0
rbf,5W,B34_H60,1,2,0.02,1,30,1.0
rbf,5W,B34_H60,1,2,0.05,1,30,1.0
rbf,5W,B34_H60,1,2,0.1,1,30,1.0
Code/data/width_optimization/analysis_tfd100_de_reproducibility/de_basin_objective_tolerance_sensitivity.csv deleted 100644 → 0
method,family,configuration,iteration,stage,relative_objective_tolerance,absolute_objective_tolerance,design_tolerance,geometry_n_basins,dominant_basin_size,geometry_reproducibility_rate
ml,2W,B29_H30,0,1,0.0001,1e-06,0.01,4,16,0.5333333333333333
ml,2W,B29_H30,0,1,0.001,1e-06,0.01,4,16,0.5333333333333333
ml,2W,B29_H30,0,1,0.01,1e-06,0.01,4,16,0.5333333333333333
ml,2W,B29_H30,0,2,0.0001,1e-06,0.01,1,30,1.0
ml,2W,B29_H30,0,2,0.001,1e-06,0.01,1,30,1.0
ml,2W,B29_H30,0,2,0.01,1e-06,0.01,1,30,1.0
ml,2W,B29_H30,1,1,0.0001,1e-06,0.01,2,29,0.9666666666666668
ml,2W,B29_H30,1,1,0.001,1e-06,0.01,2,29,0.9666666666666668
ml,2W,B29_H30,1,1,0.01,1e-06,0.01,2,29,0.9666666666666668
ml,2W,B29_H30,1,2,0.0001,1e-06,0.01,1,30,1.0
ml,2W,B29_H30,1,2,0.001,1e-06,0.01,1,30,1.0
ml,2W,B29_H30,1,2,0.01,1e-06,0.01,1,30,1.0
ml,3W,B29_H45,0,1,0.0001,1e-06,0.01,13,5,0.1666666666666666
ml,3W,B29_H45,0,1,0.001,1e-06,0.01,13,5,0.1666666666666666
ml,3W,B29_H45,0,1,0.01,1e-06,0.01,13,5,0.1666666666666666
ml,3W,B29_H45,0,2,0.0001,1e-06,0.01,2,18,0.6
ml,3W,B29_H45,0,2,0.001,1e-06,0.01,2,18,0.6
ml,3W,B29_H45,0,2,0.01,1e-06,0.01,2,18,0.6
ml,3W,B29_H45,1,1,0.0001,1e-06,0.01,22,2,0.0666666666666666
ml,3W,B29_H45,1,1,0.001,1e-06,0.01,22,2,0.0666666666666666
ml,3W,B29_H45,1,1,0.01,1e-06,0.01,22,2,0.0666666666666666
ml,3W,B29_H45,1,2,0.0001,1e-06,0.01,1,30,1.0
ml,3W,B29_H45,1,2,0.001,1e-06,0.01,1,30,1.0
ml,3W,B29_H45,1,2,0.01,1e-06,0.01,1,30,1.0
ml,3W,B34_H45,0,1,0.0001,1e-06,0.01,3,28,0.9333333333333332
ml,3W,B34_H45,0,1,0.001,1e-06,0.01,3,28,0.9333333333333332
ml,3W,B34_H45,0,1,0.01,1e-06,0.01,3,28,0.9333333333333332
ml,3W,B34_H45,0,2,0.0001,1e-06,0.01,2,17,0.5666666666666667
ml,3W,B34_H45,0,2,0.001,1e-06,0.01,2,17,0.5666666666666667
ml,3W,B34_H45,0,2,0.01,1e-06,0.01,2,17,0.5666666666666667
ml,3W,B34_H45,1,1,0.0001,1e-06,0.01,2,21,0.7
ml,3W,B34_H45,1,1,0.001,1e-06,0.01,2,21,0.7
ml,3W,B34_H45,1,1,0.01,1e-06,0.01,2,21,0.7
ml,3W,B34_H45,1,2,0.0001,1e-06,0.01,1,30,1.0
ml,3W,B34_H45,1,2,0.001,1e-06,0.01,1,30,1.0
ml,3W,B34_H45,1,2,0.01,1e-06,0.01,1,30,1.0
ml,5W,B34_H60,0,1,0.0001,1e-06,0.01,21,3,0.1
ml,5W,B34_H60,0,1,0.001,1e-06,0.01,21,3,0.1
ml,5W,B34_H60,0,1,0.01,1e-06,0.01,21,3,0.1
ml,5W,B34_H60,0,2,0.0001,1e-06,0.01,3,27,0.9
ml,5W,B34_H60,0,2,0.001,1e-06,0.01,3,27,0.9
ml,5W,B34_H60,0,2,0.01,1e-06,0.01,3,27,0.9
ml,5W,B34_H60,1,1,0.0001,1e-06,0.01,1,30,1.0
ml,5W,B34_H60,1,1,0.001,1e-06,0.01,1,30,1.0
ml,5W,B34_H60,1,1,0.01,1e-06,0.01,1,30,1.0
ml,5W,B34_H60,1,2,0.0001,1e-06,0.01,1,30,1.0
ml,5W,B34_H60,1,2,0.001,1e-06,0.01,1,30,1.0
ml,5W,B34_H60,1,2,0.01,1e-06,0.01,1,30,1.0
rbf,2W,B29_H30,0,1,0.0001,1e-06,0.01,10,7,0.2333333333333333
rbf,2W,B29_H30,0,1,0.001,1e-06,0.01,10,7,0.2333333333333333
rbf,2W,B29_H30,0,1,0.01,1e-06,0.01,10,7,0.2333333333333333
rbf,2W,B29_H30,0,2,0.0001,1e-06,0.01,1,30,1.0
rbf,2W,B29_H30,0,2,0.001,1e-06,0.01,1,30,1.0
rbf,2W,B29_H30,0,2,0.01,1e-06,0.01,1,30,1.0
rbf,2W,B29_H30,1,1,0.0001,1e-06,0.01,1,30,1.0
rbf,2W,B29_H30,1,1,0.001,1e-06,0.01,1,30,1.0
rbf,2W,B29_H30,1,1,0.01,1e-06,0.01,1,30,1.0
rbf,2W,B29_H30,1,2,0.0001,1e-06,0.01,1,30,1.0
rbf,2W,B29_H30,1,2,0.001,1e-06,0.01,1,30,1.0
rbf,2W,B29_H30,1,2,0.01,1e-06,0.01,1,30,1.0
rbf,3W,B29_H45,0,1,0.0001,1e-06,0.01,24,2,0.0666666666666666
rbf,3W,B29_H45,0,1,0.001,1e-06,0.01,24,2,0.0666666666666666
rbf,3W,B29_H45,0,1,0.01,1e-06,0.01,24,2,0.0666666666666666
rbf,3W,B29_H45,0,2,0.0001,1e-06,0.01,1,30,1.0
rbf,3W,B29_H45,0,2,0.001,1e-06,0.01,1,30,1.0
rbf,3W,B29_H45,0,2,0.01,1e-06,0.01,1,30,1.0
rbf,3W,B29_H45,1,1,0.0001,1e-06,0.01,21,3,0.1
rbf,3W,B29_H45,1,1,0.001,1e-06,0.01,21,3,0.1
rbf,3W,B29_H45,1,1,0.01,1e-06,0.01,21,3,0.1
rbf,3W,B29_H45,1,2,0.0001,1e-06,0.01,1,30,1.0
rbf,3W,B29_H45,1,2,0.001,1e-06,0.01,1,30,1.0
rbf,3W,B29_H45,1,2,0.01,1e-06,0.01,1,30,1.0
rbf,3W,B34_H45,0,1,0.0001,1e-06,0.01,2,18,0.6
rbf,3W,B34_H45,0,1,0.001,1e-06,0.01,2,18,0.6
rbf,3W,B34_H45,0,1,0.01,1e-06,0.01,2,18,0.6
rbf,3W,B34_H45,0,2,0.0001,1e-06,0.01,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.001,1e-06,0.01,2,29,0.9666666666666668
rbf,3W,B34_H45,0,2,0.01,1e-06,0.01,2,29,0.9666666666666668
rbf,3W,B34_H45,1,1,0.0001,1e-06,0.01,2,21,0.7
rbf,3W,B34_H45,1,1,0.001,1e-06,0.01,2,21,0.7
rbf,3W,B34_H45,1,1,0.01,1e-06,0.01,2,21,0.7
rbf,3W,B34_H45,1,2,0.0001,1e-06,0.01,1,30,1.0
rbf,3W,B34_H45,1,2,0.001,1e-06,0.01,1,30,1.0
rbf,3W,B34_H45,1,2,0.01,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,1,0.0001,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,1,0.001,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,1,0.01,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,2,0.0001,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,2,0.001,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,0,2,0.01,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,1,1,0.0001,1e-06,0.01,14,6,0.2
rbf,5W,B34_H60,1,1,0.001,1e-06,0.01,14,6,0.2
rbf,5W,B34_H60,1,1,0.01,1e-06,0.01,14,6,0.2
rbf,5W,B34_H60,1,2,0.0001,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,1,2,0.001,1e-06,0.01,1,30,1.0
rbf,5W,B34_H60,1,2,0.01,1e-06,0.01,1,30,1.0
Code/data/width_optimization/analysis_tfd100_de_reproducibility/de_initialization_recommendation.csv deleted 100644 → 0
method,family,configuration,iteration,stage2_baseline_reproducibility,stage2_baseline_diagnosis,anchored_reproducibility,same_performance_region,recommendation
ml,2W,B29_H30,0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
ml,2W,B29_H30,1,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
ml,3W,B29_H45,0,0.6,MULTIPLE_PERFORMANCE_OPTIMA,0.6,False,CONSIDER_PERFORMANCE_BASED_REPRODUCIBILITY
ml,3W,B29_H45,1,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
ml,3W,B34_H45,0,0.5666666666666667,MULTIPLE_PERFORMANCE_OPTIMA,0.6,True,PROCEED_TO_DE_PARAMETER_SENSITIVITY
ml,3W,B34_H45,1,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
ml,5W,B34_H60,0,0.9,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
ml,5W,B34_H60,1,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
rbf,2W,B29_H30,0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
rbf,2W,B29_H30,1,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
rbf,3W,B29_H45,0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
rbf,3W,B29_H45,1,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
rbf,3W,B34_H45,0,0.9666666666666668,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
rbf,3W,B34_H45,1,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
rbf,5W,B34_H60,0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
rbf,5W,B34_H60,1,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,1.0,True,NO_DE_CHANGE_NEEDED
Code/data/width_optimization/analysis_tfd100_de_reproducibility/de_pairwise_run_distances.csv deleted 100644 → 0
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Code/data/width_optimization/analysis_tfd100_de_reproducibility/de_reproducibility_runs.csv deleted 100644 → 0
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Code/data/width_optimization/analysis_tfd100_de_reproducibility/performance_reproducibility_old_vs_scale_aware.csv deleted 100644 → 0
method,family,configuration,iteration,stage,best_objective,objective_scale,old_performance_reproducibility_rate,new_performance_reproducibility_rate,old_performance_pass,new_performance_pass,geometry_reproducibility_rate,objective_iqr,objective_range,new_performance_relative_tolerance,max_relative_error_in_equivalent_group
ml,2W,B29_H30,0,1,-74.52799625101045,74.52799625101045,1.0,1.0,True,True,0.5333333333333333,2.8287995235132257e-07,2.2792580125496897e-06,0.001,3.058257469948801e-08
ml,2W,B29_H30,0,2,-1.370259603730532e-06,1.370259603730532e-06,1.0,1.0,True,True,1.0,6.233760934647181e-14,3.0002485578777764e-13,0.001,2.1895475497559727e-07
ml,2W,B29_H30,1,1,-79.89395926985209,79.89395926985209,0.9666666666666667,0.9666666666666667,True,True,0.9666666666666667,8.796338505590029e-06,0.6963963258428976,0.001,2.0760191712391308e-07
ml,2W,B29_H30,1,2,-1.3796032853916827e-06,1.3796032853916827e-06,1.0,1.0,True,True,1.0,1.227925928882226e-13,2.6229919077506547e-13,0.001,1.901265338757121e-07
ml,3W,B29_H45,0,1,-67.82436106072562,67.82436106072562,1.0,1.0,True,True,0.16666666666666666,2.121879560945672e-07,6.244187460424655e-07,0.001,9.20640808519229e-09
ml,3W,B29_H45,0,2,-1.2313613795126273e-06,1.2313613795126273e-06,1.0,0.6,True,False,0.6,2.2699700167017515e-08,2.2699903404954147e-08,0.001,1.7657092897795587e-07
ml,3W,B29_H45,1,1,-68.43029667191487,68.43029667191487,1.0,1.0,True,True,0.06666666666666667,1.2330494314483076e-07,2.783395700589608e-07,0.001,4.067490330977869e-09
ml,3W,B29_H45,1,2,-1.3067240576900714e-06,1.3067240576900714e-06,1.0,1.0,True,True,1.0,8.099323070063342e-14,5.079185293434604e-13,0.001,3.8869608801824665e-07
ml,3W,B34_H45,0,1,-74.68895765358474,74.68895765358474,0.06666666666666667,0.06666666666666667,False,False,0.9333333333333333,1.256283474049269e-05,4.882287906828623,0.001,4.4949886120687186e-09
ml,3W,B34_H45,0,2,-1.484844718926859e-06,1.484844718926859e-06,1.0,0.43333333333333335,True,False,0.5666666666666667,4.167526004646096e-07,4.167528293811401e-07,0.001,2.2622000789412236e-07
ml,3W,B34_H45,1,1,-84.12840615216595,84.12840615216595,0.7,0.7,False,False,0.7,14.997004584549401,14.997021029010881,0.001,2.734109227092143e-07
ml,3W,B34_H45,1,2,-1.2883805742918254e-06,1.2883805742918254e-06,1.0,1.0,True,True,1.0,8.089793441186962e-14,3.340292274481532e-13,0.001,2.5926285611047543e-07
ml,5W,B34_H60,0,1,-78.46013766520305,78.46013766520305,1.0,1.0,True,True,0.1,4.672668296734628e-08,4.874008396882346e-07,0.001,6.2120823923101025e-09
ml,5W,B34_H60,0,2,-2.183014470461421e-06,2.183014470461421e-06,1.0,0.06666666666666667,True,False,0.9,1.964506857663991e-12,6.358219507124819e-08,0.001,2.5904753215964727e-06
ml,5W,B34_H60,1,1,-80.78076722218579,80.78076722218579,1.0,1.0,True,True,1.0,2.286357286607199e-05,6.980113442978109e-05,0.001,8.640811028421474e-07
ml,5W,B34_H60,1,2,-1.91206814180169e-06,1.91206814180169e-06,1.0,1.0,True,True,1.0,2.0331705459178005e-13,7.304000840493876e-13,0.001,3.819947982403763e-07
rbf,2W,B29_H30,0,1,-73.81142297462287,73.81142297462287,1.0,1.0,True,True,0.23333333333333334,6.045920741826194e-07,3.130383561256167e-06,0.001,4.24105569991846e-08
rbf,2W,B29_H30,0,2,-1.4559028116900094e-06,1.4559028116900094e-06,1.0,1.0,True,True,1.0,5.788693761732042e-14,4.629804827581722e-13,0.001,3.180023275185143e-07
rbf,2W,B29_H30,1,1,-80.35634041534973,80.35634041534973,1.0,1.0,True,True,1.0,7.275441916476666e-06,2.6219716232844803e-05,0.001,3.262930603524136e-07
rbf,2W,B29_H30,1,2,-1.3778734309499734e-06,1.3778734309499734e-06,1.0,1.0,True,True,1.0,7.348456547343724e-14,3.18570510242529e-13,0.001,2.312044800971965e-07
rbf,3W,B29_H45,0,1,-71.5956013132062,71.5956013132062,1.0,1.0,True,True,0.06666666666666667,6.015981171003659e-07,3.3239867889278685e-06,0.001,4.6427248713039875e-08
rbf,3W,B29_H45,0,2,-1.254328973833789e-06,1.254328973833789e-06,1.0,1.0,True,True,1.0,8.7617554990897e-14,1.9315906258205145e-13,0.001,1.5399394147108888e-07
rbf,3W,B29_H45,1,1,-75.31515215445688,75.31515215445688,1.0,1.0,True,True,0.1,8.785254976828583e-07,2.332661097170785e-06,0.001,3.097200271715506e-08
rbf,3W,B29_H45,1,2,-1.28037829688278e-06,1.28037829688278e-06,1.0,1.0,True,True,1.0,9.291869671524441e-14,3.319086990994269e-13,0.001,2.592270580558064e-07
rbf,3W,B34_H45,0,1,-84.41932488393286,84.41932488393286,0.6,0.6,False,False,0.6,16.25275633950025,16.25277816243033,0.001,3.109035540255846e-07
rbf,3W,B34_H45,0,2,-1.3701563654609407e-06,1.3701563654609407e-06,1.0,0.9666666666666667,True,True,0.9666666666666667,1.1362420238802365e-13,3.6385278085318605e-13,0.001,2.6555566213114705e-07
rbf,3W,B34_H45,1,1,-82.32005826121713,82.32005826121713,0.7,0.7,False,False,0.7,13.15235790520319,13.152382015749026,0.001,3.425024584550064e-07
rbf,3W,B34_H45,1,2,-1.4471788244739375e-06,1.4471788244739375e-06,1.0,1.0,True,True,1.0,1.0813479043873179e-13,3.393104389107682e-13,0.001,2.344633801797857e-07
rbf,5W,B34_H60,0,1,-78.99753544302803,78.99753544302803,1.0,1.0,True,True,1.0,2.599466279207263e-05,5.217546276981011e-05,0.001,6.604695004369897e-07
rbf,5W,B34_H60,0,2,-1.8914993261601088e-06,1.8914993261601088e-06,1.0,1.0,True,True,1.0,2.398713073432739e-13,8.543935479459429e-13,0.001,4.5170174587396153e-07
rbf,5W,B34_H60,1,1,-79.37191804662143,79.37191804662143,1.0,1.0,True,True,0.2,5.595084076048806e-07,1.4232355169951916e-06,0.001,1.7931222427549404e-08
rbf,5W,B34_H60,1,2,-1.958298890582856e-06,1.958298890582856e-06,1.0,1.0,True,True,1.0,2.5438499141430576e-11,1.0341480505283364e-10,0.001,5.280848881145712e-05
Code/data/width_optimization/analysis_tfd100_k_sensitivity/acceptance_comparison_old_vs_new_de_gate.csv deleted 100644 → 0
method,family,configuration,iteration,old_geometry_reproducibility_rate,old_stage1_geometry_reproducibility_rate,old_stage2_geometry_reproducibility_rate,new_stage1_performance_reproducibility_rate,new_stage2_performance_reproducibility_rate,new_stage1_geometry_reproducibility_rate,new_stage2_geometry_reproducibility_rate,geometry_diagnostic,old_de_gate_pass,new_de_gate_pass,old_final_accepted,new_final_accepted,old_recommended_action,new_recommended_action,remaining_failed_acceptance_gates
ml,2W,B29_H30,0,0.5333333333333333,0.5333333333333333,1.0,1.0,1.0,0.5333333333333333,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,False,True,False,True,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,
ml,2W,B29_H30,1,0.9666666666666668,0.9666666666666668,1.0,0.9666666666666667,1.0,0.9666666666666668,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,
ml,3W,B29_H45,0,0.1666666666666666,0.1666666666666666,0.6,1.0,0.6,0.1666666666666666,0.6,PERFORMANCE_NOT_REPRODUCIBLE,False,False,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,
ml,3W,B34_H45,0,0.5666666666666667,0.9333333333333332,0.5666666666666667,0.06666666666666667,0.43333333333333335,0.9333333333333332,0.5666666666666667,PERFORMANCE_NOT_REPRODUCIBLE,False,False,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,
ml,5W,B34_H60,0,0.1,0.1,0.9,1.0,0.06666666666666667,0.1,0.9,PERFORMANCE_NOT_REPRODUCIBLE,False,False,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,tfmmax_tw4;tfmmax_frame;min_window_tfd
rbf,2W,B29_H30,0,0.2333333333333333,0.2333333333333333,1.0,1.0,1.0,0.2333333333333333,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,False,True,False,True,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,
rbf,2W,B29_H30,1,1.0,1.0,1.0,1.0,1.0,1.0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,
rbf,3W,B29_H45,0,0.0666666666666666,0.0666666666666666,1.0,1.0,1.0,0.0666666666666666,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,False,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,tfmmax_tw2;tfmmax_tw3
rbf,3W,B34_H45,0,0.6,0.6,0.9666666666666668,0.6,0.9666666666666667,0.6,0.9666666666666668,PERFORMANCE_NOT_REPRODUCIBLE,False,False,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,
rbf,5W,B34_H60,0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,True,True,True,False,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,tfmmax_tw3;tfmmax_tw4;tfmmax_frame;min_window_tfd
Code/data/width_optimization/analysis_tfd100_k_sensitivity/acceptance_comparison_previous_vs_scale_aware.csv deleted 100644 → 0
method,family,configuration,iteration,stage1_performance_reproducibility_rate,stage2_performance_reproducibility_rate,de_performance_reproducibility_pass,geometry_reproducibility_rate,geometry_diagnostic,local_surrogate_accuracy_pass,fem_feasible,previous_final_accepted,scale_aware_final_accepted,remaining_failed_gates,recommended_action,old_stage1_perf_rate_superseded_gate,old_stage2_perf_rate_superseded_gate
ml,2W,B29_H30,0,1.0,1.0,True,0.5333333333333333,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,True,True,True,True,,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,1.0,1.0
ml,2W,B29_H30,1,0.9666666666666667,1.0,True,0.9666666666666668,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,True,True,True,True,,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,0.9666666666666667,1.0
ml,3W,B29_H45,0,1.0,0.6,False,0.1666666666666666,PERFORMANCE_NOT_REPRODUCIBLE,True,True,True,False,,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,1.0,1.0
ml,3W,B34_H45,0,0.06666666666666667,0.43333333333333335,False,0.5666666666666667,PERFORMANCE_NOT_REPRODUCIBLE,True,True,False,False,,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,0.06666666666666667,1.0
ml,5W,B34_H60,0,1.0,0.06666666666666667,False,0.1,PERFORMANCE_NOT_REPRODUCIBLE,False,True,False,False,tfmmax_tw4;tfmmax_frame;min_window_tfd,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,1.0,1.0
rbf,2W,B29_H30,0,1.0,1.0,True,0.2333333333333333,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,True,True,True,True,,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,1.0,1.0
rbf,2W,B29_H30,1,1.0,1.0,True,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,True,True,True,True,,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,1.0,1.0
rbf,3W,B29_H45,0,1.0,1.0,True,0.0666666666666666,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,False,True,False,False,tfmmax_tw2;tfmmax_tw3,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,1.0,1.0
rbf,3W,B34_H45,0,0.6,0.9666666666666667,False,0.6,PERFORMANCE_NOT_REPRODUCIBLE,True,True,False,False,,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,0.6,1.0
rbf,5W,B34_H60,0,1.0,1.0,True,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,False,True,False,False,tfmmax_tw3;tfmmax_tw4;tfmmax_frame;min_window_tfd,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,1.0,1.0
Code/data/width_optimization/analysis_tfd100_k_sensitivity/acceptance_summary_performance_reproducibility.csv deleted 100644 → 0
method,family,configuration,iteration,N_fem,d,auto_k,k,is_auto_k,status,fem_feasible,damage_local_accuracy_pass,min_window_tfd_local_accuracy_pass,distortion_measure_local_accuracy_pass,local_acceptance_support_pass,local_margin_support_pass,de_performance_reproducibility_pass,accepted,recommended_action,n_hard_gates,n_failed_hard_gates,failed_quantities,nearest_distance,support_radius,de_performance_reproducibility_rate,stage1_performance_reproducibility_rate,stage2_performance_reproducibility_rate,stage1_geometry_reproducibility_rate,stage2_geometry_reproducibility_rate,geometry_reproducibility_diagnostic,stage1_preservation_tolerance
ml,2W,B29_H30,0,8,2,3,3,True,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.24755201473629745,0.5881879819029009,1.0,1.0,1.0,0.5333333333333333,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
ml,2W,B29_H30,1,9,2,3,3,True,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.0358050275799365,0.5859223816622429,0.9666666666666667,0.9666666666666667,1.0,0.9666666666666668,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
ml,3W,B29_H45,0,16,3,4,4,True,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.30489018464253315,0.59278440308231,0.6,1.0,0.6,0.1666666666666666,0.6,PERFORMANCE_NOT_REPRODUCIBLE,0.001
ml,3W,B34_H45,0,16,3,4,4,True,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.12556047188014813,0.59278440308231,0.06666666666666667,0.06666666666666667,0.43333333333333335,0.9333333333333332,0.5666666666666667,PERFORMANCE_NOT_REPRODUCIBLE,0.001
ml,5W,B34_H60,0,64,5,8,8,True,EVALUATED,True,False,False,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,8,3,tfmmax_tw4;tfmmax_frame;min_window_tfd,0.5296321403404751,0.6364268622864276,0.06666666666666667,1.0,0.06666666666666667,0.1,0.9,PERFORMANCE_NOT_REPRODUCIBLE,0.001
rbf,2W,B29_H30,0,8,2,3,3,True,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.16164467204334335,0.5881879819029009,1.0,1.0,1.0,0.2333333333333333,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
rbf,2W,B29_H30,1,9,2,3,3,True,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.11065260954898437,0.5859223816622429,1.0,1.0,1.0,1.0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
rbf,3W,B29_H45,0,16,3,4,4,True,EVALUATED,True,False,True,True,True,True,True,False,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,6,2,tfmmax_tw2;tfmmax_tw3,0.1727089895220524,0.59278440308231,1.0,1.0,1.0,0.0666666666666666,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
rbf,3W,B34_H45,0,16,3,4,4,True,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.23333862427863677,0.59278440308231,0.6,0.6,0.9666666666666667,0.6,0.9666666666666668,PERFORMANCE_NOT_REPRODUCIBLE,0.001
rbf,5W,B34_H60,0,64,5,8,8,True,EVALUATED,True,False,False,True,True,True,True,False,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,8,4,tfmmax_tw3;tfmmax_tw4;tfmmax_frame;min_window_tfd,0.5334102835643919,0.6364268622864276,1.0,1.0,1.0,1.0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
Code/data/width_optimization/analysis_tfd100_k_sensitivity/acceptance_summary_scale_aware_performance.csv deleted 100644 → 0
method,family,configuration,iteration,stage1_performance_reproducibility_rate,stage2_performance_reproducibility_rate,de_performance_reproducibility_pass,geometry_reproducibility_rate,geometry_diagnostic,local_surrogate_accuracy_pass,fem_feasible,previous_final_accepted,scale_aware_final_accepted,remaining_failed_gates,recommended_action
ml,2W,B29_H30,0,1.0,1.0,True,0.5333333333333333,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,True,True,True,True,,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM
ml,2W,B29_H30,1,0.9666666666666667,1.0,True,0.9666666666666668,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,True,True,True,True,,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM
ml,3W,B29_H45,0,1.0,0.6,False,0.1666666666666666,PERFORMANCE_NOT_REPRODUCIBLE,True,True,True,False,,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE
ml,3W,B34_H45,0,0.06666666666666667,0.43333333333333335,False,0.5666666666666667,PERFORMANCE_NOT_REPRODUCIBLE,True,True,False,False,,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE
ml,5W,B34_H60,0,1.0,0.06666666666666667,False,0.1,PERFORMANCE_NOT_REPRODUCIBLE,False,True,False,False,tfmmax_tw4;tfmmax_frame;min_window_tfd,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE
rbf,2W,B29_H30,0,1.0,1.0,True,0.2333333333333333,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,True,True,True,True,,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM
rbf,2W,B29_H30,1,1.0,1.0,True,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,True,True,True,True,,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM
rbf,3W,B29_H45,0,1.0,1.0,True,0.0666666666666666,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,False,True,False,False,tfmmax_tw2;tfmmax_tw3,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR
rbf,3W,B34_H45,0,0.6,0.9666666666666667,False,0.6,PERFORMANCE_NOT_REPRODUCIBLE,True,True,False,False,,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE
rbf,5W,B34_H60,0,1.0,1.0,True,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,False,True,False,False,tfmmax_tw3;tfmmax_tw4;tfmmax_frame;min_window_tfd,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR
Code/data/width_optimization/analysis_tfd100_k_sensitivity/k_sensitivity_acceptance_details.csv deleted 100644 → 0
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Code/data/width_optimization/analysis_tfd100_k_sensitivity/k_sensitivity_acceptance_summary.csv deleted 100644 → 0
method,family,configuration,iteration,N_fem,d,auto_k,k,is_auto_k,status,fem_feasible,damage_local_accuracy_pass,min_window_tfd_local_accuracy_pass,distortion_measure_local_accuracy_pass,local_acceptance_support_pass,local_margin_support_pass,de_performance_reproducibility_pass,accepted,recommended_action,n_hard_gates,n_failed_hard_gates,failed_quantities,nearest_distance,support_radius,de_performance_reproducibility_rate,stage1_performance_reproducibility_rate,stage2_performance_reproducibility_rate,stage1_geometry_reproducibility_rate,stage2_geometry_reproducibility_rate,geometry_reproducibility_diagnostic,stage1_preservation_tolerance
ml,2W,B29_H30,0,8,2,3,2,False,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.24755201473629745,0.5881879819029009,1.0,1.0,1.0,0.5333333333333333,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
ml,2W,B29_H30,0,8,2,3,3,True,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.24755201473629745,0.5881879819029009,1.0,1.0,1.0,0.5333333333333333,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
ml,2W,B29_H30,0,8,2,3,4,False,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.24755201473629745,0.5881879819029009,1.0,1.0,1.0,0.5333333333333333,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
ml,2W,B29_H30,1,9,2,3,2,False,EVALUATED,True,False,True,True,True,True,True,False,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,5,1,tfmmax_frame,0.0358050275799365,0.5859223816622429,0.9666666666666667,0.9666666666666667,1.0,0.9666666666666668,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
ml,2W,B29_H30,1,9,2,3,3,True,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.0358050275799365,0.5859223816622429,0.9666666666666667,0.9666666666666667,1.0,0.9666666666666668,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
ml,2W,B29_H30,1,9,2,3,4,False,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.0358050275799365,0.5859223816622429,0.9666666666666667,0.9666666666666667,1.0,0.9666666666666668,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
ml,3W,B29_H45,0,16,3,4,3,False,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.30489018464253315,0.59278440308231,0.6,1.0,0.6,0.1666666666666666,0.6,PERFORMANCE_NOT_REPRODUCIBLE,0.001
ml,3W,B29_H45,0,16,3,4,4,True,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.30489018464253315,0.59278440308231,0.6,1.0,0.6,0.1666666666666666,0.6,PERFORMANCE_NOT_REPRODUCIBLE,0.001
ml,3W,B29_H45,0,16,3,4,5,False,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.30489018464253315,0.59278440308231,0.6,1.0,0.6,0.1666666666666666,0.6,PERFORMANCE_NOT_REPRODUCIBLE,0.001
ml,3W,B34_H45,0,16,3,4,3,False,EVALUATED,True,False,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,2,tfmmax_tw2;tfmmax_frame,0.12556047188014813,0.59278440308231,0.06666666666666667,0.06666666666666667,0.43333333333333335,0.9333333333333332,0.5666666666666667,PERFORMANCE_NOT_REPRODUCIBLE,0.001
ml,3W,B34_H45,0,16,3,4,4,True,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.12556047188014813,0.59278440308231,0.06666666666666667,0.06666666666666667,0.43333333333333335,0.9333333333333332,0.5666666666666667,PERFORMANCE_NOT_REPRODUCIBLE,0.001
ml,3W,B34_H45,0,16,3,4,5,False,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.12556047188014813,0.59278440308231,0.06666666666666667,0.06666666666666667,0.43333333333333335,0.9333333333333332,0.5666666666666667,PERFORMANCE_NOT_REPRODUCIBLE,0.001
ml,5W,B34_H60,0,64,5,8,6,False,EVALUATED,True,False,False,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,8,3,tfmmax_tw4;tfmmax_frame;min_window_tfd,0.5296321403404751,0.6364268622864276,0.06666666666666667,1.0,0.06666666666666667,0.1,0.9,PERFORMANCE_NOT_REPRODUCIBLE,0.001
ml,5W,B34_H60,0,64,5,8,8,True,EVALUATED,True,False,False,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,8,3,tfmmax_tw4;tfmmax_frame;min_window_tfd,0.5296321403404751,0.6364268622864276,0.06666666666666667,1.0,0.06666666666666667,0.1,0.9,PERFORMANCE_NOT_REPRODUCIBLE,0.001
ml,5W,B34_H60,0,64,5,8,10,False,EVALUATED,True,False,False,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,8,3,tfmmax_tw4;tfmmax_frame;min_window_tfd,0.5296321403404751,0.6364268622864276,0.06666666666666667,1.0,0.06666666666666667,0.1,0.9,PERFORMANCE_NOT_REPRODUCIBLE,0.001
rbf,2W,B29_H30,0,8,2,3,2,False,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.16164467204334335,0.5881879819029009,1.0,1.0,1.0,0.2333333333333333,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
rbf,2W,B29_H30,0,8,2,3,3,True,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.16164467204334335,0.5881879819029009,1.0,1.0,1.0,0.2333333333333333,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
rbf,2W,B29_H30,0,8,2,3,4,False,EVALUATED,True,True,True,False,True,True,True,False,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,5,1,distortion_measure,0.16164467204334335,0.5881879819029009,1.0,1.0,1.0,0.2333333333333333,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
rbf,2W,B29_H30,1,9,2,3,2,False,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.11065260954898437,0.5859223816622429,1.0,1.0,1.0,1.0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
rbf,2W,B29_H30,1,9,2,3,3,True,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.11065260954898437,0.5859223816622429,1.0,1.0,1.0,1.0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
rbf,2W,B29_H30,1,9,2,3,4,False,EVALUATED,True,True,True,True,True,True,True,True,ACCEPT_FEM_VALIDATED_NUMERICAL_OPTIMUM,5,0,,0.11065260954898437,0.5859223816622429,1.0,1.0,1.0,1.0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
rbf,3W,B29_H45,0,16,3,4,3,False,EVALUATED,True,False,True,True,True,True,True,False,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,6,2,tfmmax_tw2;tfmmax_tw3,0.1727089895220524,0.59278440308231,1.0,1.0,1.0,0.0666666666666666,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
rbf,3W,B29_H45,0,16,3,4,4,True,EVALUATED,True,False,True,True,True,True,True,False,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,6,2,tfmmax_tw2;tfmmax_tw3,0.1727089895220524,0.59278440308231,1.0,1.0,1.0,0.0666666666666666,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
rbf,3W,B29_H45,0,16,3,4,5,False,EVALUATED,True,False,True,True,True,True,True,False,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,6,2,tfmmax_tw2;tfmmax_tw3,0.1727089895220524,0.59278440308231,1.0,1.0,1.0,0.0666666666666666,1.0,PERFORMANCE_REPRODUCIBLE_GEOMETRY_NONUNIQUE,0.001
rbf,3W,B34_H45,0,16,3,4,3,False,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.23333862427863677,0.59278440308231,0.6,0.6,0.9666666666666667,0.6,0.9666666666666668,PERFORMANCE_NOT_REPRODUCIBLE,0.001
rbf,3W,B34_H45,0,16,3,4,4,True,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.23333862427863677,0.59278440308231,0.6,0.6,0.9666666666666667,0.6,0.9666666666666668,PERFORMANCE_NOT_REPRODUCIBLE,0.001
rbf,3W,B34_H45,0,16,3,4,5,False,EVALUATED,True,True,True,True,True,True,False,False,RERUN_OR_STRENGTHEN_DE_BEFORE_ACCEPTANCE,6,0,,0.23333862427863677,0.59278440308231,0.6,0.6,0.9666666666666667,0.6,0.9666666666666668,PERFORMANCE_NOT_REPRODUCIBLE,0.001
rbf,5W,B34_H60,0,64,5,8,6,False,EVALUATED,True,False,False,True,True,True,True,False,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,8,3,tfmmax_tw4;tfmmax_frame;min_window_tfd,0.5334102835643919,0.6364268622864276,1.0,1.0,1.0,1.0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
rbf,5W,B34_H60,0,64,5,8,8,True,EVALUATED,True,False,False,True,True,True,True,False,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,8,4,tfmmax_tw3;tfmmax_tw4;tfmmax_frame;min_window_tfd,0.5334102835643919,0.6364268622864276,1.0,1.0,1.0,1.0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
rbf,5W,B34_H60,0,64,5,8,10,False,EVALUATED,True,False,False,True,True,True,True,False,ADD_FEM_AND_RETRAIN_LOCAL_SURROGATE_ERROR,8,4,tfmmax_tw3;tfmmax_tw4;tfmmax_frame;min_window_tfd,0.5334102835643919,0.6364268622864276,1.0,1.0,1.0,1.0,1.0,PERFORMANCE_AND_GEOMETRY_REPRODUCIBLE,0.001
Code/data/width_optimization/analysis_tfd100_k_sensitivity/k_sensitivity_manuscript_table.csv deleted 100644 → 0
Method,Family,Configuration,Iteration,N,k,min(TFD) error,min(TFD) threshold,Distortion error,Distortion threshold,Worst damage error / threshold,In support,FEM feasible,Accepted
ML,2W,B29_H30,0,8,2,0.6896692187135187,12.957636106227325,9.449962866038228e-08,1.1737229922800674e-07,2.097 / 5.021,True,True,True
ML,2W,B29_H30,0,8,3,0.6896692187135187,12.957636106227325,9.449962866038228e-08,1.1338374438133887e-07,2.097 / 4.964,True,True,True
ML,2W,B29_H30,0,8,4,0.6896692187135187,12.957636106227325,9.449962866038228e-08,9.893539622808804e-08,2.097 / 4.493,True,True,True
ML,2W,B29_H30,1,9,2,0.3141515616393349,4.9272838950682205,7.181920614943471e-08,1.38444441793408e-07,2.325 / 1.972,True,True,False
ML,2W,B29_H30,1,9,3,0.3141515616393349,7.527599441572924,7.181920614943471e-08,1.6191052442842253e-07,2.325 / 2.934,True,True,True
ML,2W,B29_H30,1,9,4,0.3141515616393349,6.519238029826194,7.181920614943471e-08,1.5932527756819574e-07,2.325 / 2.876,True,True,True
ML,3W,B29_H45,0,16,3,5.829228279402038,6.802001478766732,1.5574998366272365e-07,2.4663760565593213e-07,5.829 / 14.54,True,True,False
ML,3W,B29_H45,0,16,4,5.829228279402038,6.294226299957394,1.5574998366272365e-07,2.4663760565593213e-07,5.829 / 14.54,True,True,False
ML,3W,B29_H45,0,16,5,5.829228279402038,6.802001478766732,1.5574998366272365e-07,2.4663760565593213e-07,5.829 / 14.54,True,True,False
ML,3W,B34_H45,0,16,3,4.5838370905806585,11.765988355026492,1.6806532251630165e-08,2.0246056518959984e-07,1.299 / 1.193,True,True,False
ML,3W,B34_H45,0,16,4,4.5838370905806585,15.295781427388716,1.6806532251630165e-08,1.954435344913022e-07,4.669 / 6.004,True,True,False
ML,3W,B34_H45,0,16,5,4.5838370905806585,15.295781427388716,1.6806532251630165e-08,3.430239224907985e-07,4.669 / 5.668,True,True,False
ML,5W,B34_H60,0,64,6,5.724532971429213,4.441474306142299,1.6126571695248366e-07,1.8501997939768104e-07,2.876 / 1.536,True,True,False
ML,5W,B34_H60,0,64,8,5.724532971429213,4.441474306142299,1.6126571695248366e-07,2.78795748264455e-07,7.885 / 5.321,True,True,False
ML,5W,B34_H60,0,64,10,5.724532971429213,4.441474306142299,1.6126571695248366e-07,2.5446780405258624e-07,7.885 / 5.473,True,True,False
RBF,2W,B29_H30,0,8,2,1.2431876604677257,11.796332441294979,8.537272439673246e-08,1.1375412355634347e-07,2.012 / 2.311,True,True,True
RBF,2W,B29_H30,0,8,3,1.2431876604677257,10.871344057952738,8.537272439673246e-08,9.536991177604721e-08,2.012 / 3.186,True,True,True
RBF,2W,B29_H30,0,8,4,1.2431876604677257,9.414898407715375,8.537272439673246e-08,8.330131543459261e-08,2.012 / 4.025,True,True,False
RBF,2W,B29_H30,1,9,2,0.48369091706041445,5.722160002754568,7.134377762797767e-08,7.806711734686372e-08,1.67 / 2.327,True,True,True
RBF,2W,B29_H30,1,9,3,0.48369091706041445,5.585651384219887,7.134377762797767e-08,7.240955281278436e-08,1.67 / 3.603,True,True,True
RBF,2W,B29_H30,1,9,4,0.48369091706041445,5.543692325742279,7.134377762797767e-08,8.411888024060179e-08,1.67 / 4.131,True,True,True
RBF,3W,B29_H45,0,16,3,0.7385844219806614,6.011500530300064,9.058740731046742e-08,3.122602507646223e-07,10.22 / 6.623,True,True,False
RBF,3W,B29_H45,0,16,4,0.7385844219806614,5.224551044872075,9.058740731046742e-08,3.122602507646223e-07,10.22 / 5.953,True,True,False
RBF,3W,B29_H45,0,16,5,0.7385844219806614,4.830104464589556,9.058740731046742e-08,3.122602507646223e-07,10.22 / 5.468,True,True,False
RBF,3W,B34_H45,0,16,3,4.9176721844150535,6.931756111830239,4.169240812336013e-08,4.611707794687349e-07,2.739 / 5.965,True,True,False
RBF,3W,B34_H45,0,16,4,4.9176721844150535,7.910585126582034,4.169240812336013e-08,4.611707794687349e-07,2.739 / 7.296,True,True,False
RBF,3W,B34_H45,0,16,5,4.9176721844150535,8.778313733713565,4.169240812336013e-08,4.611707794687349e-07,1.073 / 3.417,True,True,False
RBF,5W,B34_H60,0,64,6,7.853529231344822,4.567694378579735,3.778589653479348e-08,2.309926340973539e-07,7.963 / 3.522,True,True,False
RBF,5W,B34_H60,0,64,8,7.853529231344822,4.567694378579735,3.778589653479348e-08,2.0292319707390995e-07,7.963 / 4.55,True,True,False
RBF,5W,B34_H60,0,64,10,7.853529231344822,4.567694378579735,3.778589653479348e-08,2.71763517375667e-07,7.963 / 4.33,True,True,False
Code/data/width_optimization/analysis_tfd100_k_sensitivity/k_sensitivity_manuscript_table.md deleted 100644 → 0
| Method | Family | Configuration | Iteration | N | k | min(TFD) error | min(TFD) threshold | Distortion error | Distortion threshold | Worst damage error / threshold | In support | FEM feasible | Accepted |
|:---------|:---------|:----------------|------------:|----:|----:|-----------------:|---------------------:|-------------------:|-----------------------:|:---------------------------------|:-------------|:---------------|:-----------|
| ML | 2W | B29_H30 | 0 | 8 | 2 | 0.6897 | 12.9576 | 0 | 0 | 2.097 / 5.021 | True | True | True |
| ML | 2W | B29_H30 | 0 | 8 | 3 | 0.6897 | 12.9576 | 0 | 0 | 2.097 / 4.964 | True | True | True |
| ML | 2W | B29_H30 | 0 | 8 | 4 | 0.6897 | 12.9576 | 0 | 0 | 2.097 / 4.493 | True | True | True |
| ML | 2W | B29_H30 | 1 | 9 | 2 | 0.3142 | 4.9273 | 0 | 0 | 2.325 / 1.972 | True | True | False |
| ML | 2W | B29_H30 | 1 | 9 | 3 | 0.3142 | 7.5276 | 0 | 0 | 2.325 / 2.934 | True | True | True |
| ML | 2W | B29_H30 | 1 | 9 | 4 | 0.3142 | 6.5192 | 0 | 0 | 2.325 / 2.876 | True | True | True |
| ML | 3W | B29_H45 | 0 | 16 | 3 | 5.8292 | 6.802 | 0 | 0 | 5.829 / 14.54 | True | True | False |
| ML | 3W | B29_H45 | 0 | 16 | 4 | 5.8292 | 6.2942 | 0 | 0 | 5.829 / 14.54 | True | True | False |
| ML | 3W | B29_H45 | 0 | 16 | 5 | 5.8292 | 6.802 | 0 | 0 | 5.829 / 14.54 | True | True | False |
| ML | 3W | B34_H45 | 0 | 16 | 3 | 4.5838 | 11.766 | 0 | 0 | 1.299 / 1.193 | True | True | False |
| ML | 3W | B34_H45 | 0 | 16 | 4 | 4.5838 | 15.2958 | 0 | 0 | 4.669 / 6.004 | True | True | False |
| ML | 3W | B34_H45 | 0 | 16 | 5 | 4.5838 | 15.2958 | 0 | 0 | 4.669 / 5.668 | True | True | False |
| ML | 5W | B34_H60 | 0 | 64 | 6 | 5.7245 | 4.4415 | 0 | 0 | 2.876 / 1.536 | True | True | False |
| ML | 5W | B34_H60 | 0 | 64 | 8 | 5.7245 | 4.4415 | 0 | 0 | 7.885 / 5.321 | True | True | False |
| ML | 5W | B34_H60 | 0 | 64 | 10 | 5.7245 | 4.4415 | 0 | 0 | 7.885 / 5.473 | True | True | False |
| RBF | 2W | B29_H30 | 0 | 8 | 2 | 1.2432 | 11.7963 | 0 | 0 | 2.012 / 2.311 | True | True | True |
| RBF | 2W | B29_H30 | 0 | 8 | 3 | 1.2432 | 10.8713 | 0 | 0 | 2.012 / 3.186 | True | True | True |
| RBF | 2W | B29_H30 | 0 | 8 | 4 | 1.2432 | 9.4149 | 0 | 0 | 2.012 / 4.025 | True | True | False |
| RBF | 2W | B29_H30 | 1 | 9 | 2 | 0.4837 | 5.7222 | 0 | 0 | 1.67 / 2.327 | True | True | True |
| RBF | 2W | B29_H30 | 1 | 9 | 3 | 0.4837 | 5.5857 | 0 | 0 | 1.67 / 3.603 | True | True | True |
| RBF | 2W | B29_H30 | 1 | 9 | 4 | 0.4837 | 5.5437 | 0 | 0 | 1.67 / 4.131 | True | True | True |
| RBF | 3W | B29_H45 | 0 | 16 | 3 | 0.7386 | 6.0115 | 0 | 0 | 10.22 / 6.623 | True | True | False |
| RBF | 3W | B29_H45 | 0 | 16 | 4 | 0.7386 | 5.2246 | 0 | 0 | 10.22 / 5.953 | True | True | False |
| RBF | 3W | B29_H45 | 0 | 16 | 5 | 0.7386 | 4.8301 | 0 | 0 | 10.22 / 5.468 | True | True | False |
| RBF | 3W | B34_H45 | 0 | 16 | 3 | 4.9177 | 6.9318 | 0 | 0 | 2.739 / 5.965 | True | True | False |
| RBF | 3W | B34_H45 | 0 | 16 | 4 | 4.9177 | 7.9106 | 0 | 0 | 2.739 / 7.296 | True | True | False |
| RBF | 3W | B34_H45 | 0 | 16 | 5 | 4.9177 | 8.7783 | 0 | 0 | 1.073 / 3.417 | True | True | False |
| RBF | 5W | B34_H60 | 0 | 64 | 6 | 7.8535 | 4.5677 | 0 | 0 | 7.963 / 3.522 | True | True | False |
| RBF | 5W | B34_H60 | 0 | 64 | 8 | 7.8535 | 4.5677 | 0 | 0 | 7.963 / 4.55 | True | True | False |
| RBF | 5W | B34_H60 | 0 | 64 | 10 | 7.8535 | 4.5677 | 0 | 0 | 7.963 / 4.33 | True | True | False |
\ No newline at end of file
Code/data/width_optimization/analysis_tfd100_k_sensitivity/k_sensitivity_robustness.csv deleted 100644 → 0
method,family,configuration,iteration,k_robustness,hard_gate_sensitivity,N_fem,auto_k
ml,2W,B29_H30,0,ROBUST_SAME_ACCEPTANCE,False,8,3
ml,2W,B29_H30,1,SENSITIVE_ACCEPTANCE_CHANGES_WITH_K,True,9,3
ml,3W,B29_H45,0,ROBUST_SAME_ACCEPTANCE,False,16,4
ml,3W,B34_H45,0,ROBUST_SAME_ACCEPTANCE,True,16,4
ml,5W,B34_H60,0,ROBUST_SAME_ACCEPTANCE,False,64,8
rbf,2W,B29_H30,0,SENSITIVE_ACCEPTANCE_CHANGES_WITH_K,True,8,3
rbf,2W,B29_H30,1,ROBUST_SAME_ACCEPTANCE,False,9,3
rbf,3W,B29_H45,0,ROBUST_SAME_ACCEPTANCE,False,16,4
rbf,3W,B34_H45,0,ROBUST_SAME_ACCEPTANCE,False,16,4
rbf,5W,B34_H60,0,ROBUST_SAME_ACCEPTANCE,True,64,8
Code/data/width_optimization/analysis_tfd100_k_sensitivity/regenerated_oof/local_oof_errors_ml_2W_B29_it0_with_composites.csv deleted 100644 → 0
output,sample_index,x1,x2,y_true,y_pred_oof,abs_error_oof,positive_underprediction_oof
exymax_tw1,0,15.22,18.46,0.0368687,0.0422112713272016,0.0053425713272016,0.0
exymax_tw1,1,12.74,12.61,0.040946,0.0466446583391335,0.0056986583391335,0.0
exymax_tw1,2,18.03,11.3,0.0194026,0.0198365749743281,0.0004339749743281,0.0
exymax_tw1,3,21.19,19.38,0.022359,0.0104245633923947,0.0119344366076052,0.0119344366076052
exymax_tw1,4,9.78,15.96,0.0678181,0.0603197406324868,0.0074983593675131,0.0074983593675131
exymax_tw1,5,18.64,13.8,0.022213,0.0178901116027079,0.004322888397292,0.004322888397292
exymax_tw1,6,13.46,20.99,0.0500821,0.0492781163358519,0.000803983664148,0.000803983664148
exymax_tw1,7,8.58,8.88,0.0615553,0.065016206698085,0.0034609066980849,0.0
exymax_tw2,0,15.22,18.46,0.0396548,0.0409461768637004,0.0012913768637004,0.0
exymax_tw2,1,12.74,12.61,0.0732361,0.0706174078185491,0.0026186921814508,0.0026186921814508
exymax_tw2,2,18.03,11.3,0.0889196,0.0901328411388281,0.0012132411388281,0.0
exymax_tw2,3,21.19,19.38,0.0460981,0.0468183021372557,0.0007202021372556,0.0
exymax_tw2,4,9.78,15.96,0.0409845,0.0514141312414266,0.0104296312414266,0.0
exymax_tw2,5,18.64,13.8,0.0716685,0.07283469077034,0.00116619077034,0.0
exymax_tw2,6,13.46,20.99,0.0286307,0.0255727416493733,0.0030579583506266,0.0030579583506266
exymax_tw2,7,8.58,8.88,0.0931119,0.0836343612603254,0.0094775387396745,0.0094775387396745
tfmmax_tw1,0,15.22,18.46,72.7038,102.48085063167564,29.77705063167565,0.0
tfmmax_tw1,1,12.74,12.61,72.6758,88.42409574013531,15.74829574013532,0.0
tfmmax_tw1,2,18.03,11.3,28.7372,32.25690969105291,3.5197096910529098,0.0
tfmmax_tw1,3,21.19,19.38,34.6226,31.08502008974129,3.53757991025871,3.53757991025871
tfmmax_tw1,4,9.78,15.96,142.7821,117.31009625159284,25.47200374840717,25.47200374840717
tfmmax_tw1,5,18.64,13.8,29.4176,9.518365948613177,19.899234051386827,19.899234051386827
tfmmax_tw1,6,13.46,20.99,104.2237,117.91729620679617,13.693596206796158,0.0
tfmmax_tw1,7,8.58,8.88,122.4554,122.22355713303452,0.2318428669654793,0.2318428669654793
tfmmax_tw2,0,15.22,18.46,62.4008,41.975242873630265,20.42555712636973,20.42555712636973
tfmmax_tw2,1,12.74,12.61,107.3854,113.773323632862,6.387923632861984,0.0
tfmmax_tw2,2,18.03,11.3,142.6177,127.7001278126246,14.9175721873754,14.9175721873754
tfmmax_tw2,3,21.19,19.38,69.0521,100.388973834992,31.336873834992005,0.0
tfmmax_tw2,4,9.78,15.96,71.6787,82.37558559790746,10.696885597907452,0.0
tfmmax_tw2,5,18.64,13.8,104.9098,118.9917667434553,14.081966743455297,0.0
tfmmax_tw2,6,13.46,20.99,49.3735,60.29294757540451,10.919447575404511,0.0
tfmmax_tw2,7,8.58,8.88,161.7784,117.61283617073224,44.16556382926777,44.16556382926777
tfmmax_frame,0,15.22,18.46,86.3253,94.70708119618446,8.381781196184463,0.0
tfmmax_frame,1,12.74,12.61,85.5848,85.26050251415383,0.3242974858461735,0.3242974858461735
tfmmax_frame,2,18.03,11.3,105.3345,95.3461821597234,9.988317840276608,9.988317840276608
tfmmax_frame,3,21.19,19.38,98.062,96.97841104027135,1.083588959728644,1.083588959728644
tfmmax_frame,4,9.78,15.96,74.5182,76.40930698627149,1.8911069862714955,0.0
tfmmax_frame,5,18.64,13.8,96.9956,99.60648387113002,2.610883871130028,0.0
tfmmax_frame,6,13.46,20.99,77.0242,81.1267892806428,4.102589280642803,0.0
tfmmax_frame,7,8.58,8.88,79.7824,81.55810338009186,1.7757033800918691,0.0
min_window_tfd,0,15.22,18.46,62.4008,41.975242873630265,20.425557126369732,20.425557126369732
distortion_measure,0,15.22,18.46,9.673476411506918e-07,1.1366444487223088e-06,1.6929680757161698e-07,0.0
min_window_tfd,1,12.74,12.61,72.6758,88.42409574013531,15.748295740135319,0.0
distortion_measure,1,12.74,12.61,1.695509183116417e-06,1.7398993984594546e-06,4.439021534303768e-08,0.0
min_window_tfd,2,18.03,11.3,28.7372,32.25690969105291,3.5197096910529098,0.0
distortion_measure,2,18.03,11.3,1.7940765125689303e-06,1.8458754520398608e-06,5.179893947093056e-08,0.0
min_window_tfd,3,21.19,19.38,34.6226,31.08502008974129,3.53757991025871,3.53757991025871
distortion_measure,3,21.19,19.38,9.822316264594053e-07,8.337782485156474e-07,1.4845337794375787e-07,1.4845337794375787e-07
min_window_tfd,4,9.78,15.96,71.6787,82.37558559790746,10.696885597907453,0.0
distortion_measure,4,9.78,15.96,1.4315637780085918e-06,1.5206464373630139e-06,8.90826593544221e-08,0.0
min_window_tfd,5,18.64,13.8,29.4176,9.518365948613177,19.899234051386824,19.899234051386824
distortion_measure,5,18.64,13.8,1.5026200896611526e-06,1.478428561444921e-06,2.4191528216231515e-08,2.4191528216231515e-08
min_window_tfd,6,13.46,20.99,49.3735,60.29294757540451,10.919447575404511,0.0
distortion_measure,6,13.46,20.99,1.020528824434711e-06,9.337999270547648e-07,8.672889737994622e-08,8.672889737994622e-08
min_window_tfd,7,8.58,8.88,122.4554,117.61283617073224,4.84256382926776,4.84256382926776
distortion_measure,7,8.58,8.88,2.1004889064426648e-06,1.9034768121252133e-06,1.9701209431745145e-07,1.9701209431745145e-07
Code/data/width_optimization/analysis_tfd100_k_sensitivity/regenerated_oof/local_oof_errors_ml_2W_B29_it1_with_composites.csv deleted 100644 → 0
output,sample_index,x1,x2,y_true,y_pred_oof,abs_error_oof,positive_underprediction_oof
exymax_tw1,0,15.22,18.46,0.0368687,0.0414625369027638,0.0045938369027638,0.0
exymax_tw1,1,12.74,12.61,0.040946,0.0441250201322118,0.0031790201322118,0.0
exymax_tw1,2,18.03,11.3,0.0194026,0.0186410307662092,0.0007615692337907,0.0007615692337907
exymax_tw1,3,21.19,19.38,0.022359,0.0166523286511196,0.0057066713488803,0.0057066713488803
exymax_tw1,4,9.78,15.96,0.0678181,0.0595420947479633,0.0082760052520366,0.0082760052520366
exymax_tw1,5,18.64,13.8,0.022213,0.0210900995011687,0.0011229004988312,0.0011229004988312
exymax_tw1,6,13.46,20.99,0.0500821,0.0479014783290615,0.0021806216709384,0.0021806216709384
exymax_tw1,7,8.58,8.88,0.0615553,0.0567723141744707,0.0047829858255292,0.0047829858255292
exymax_tw1,8,13.63,14.92,0.0424646,0.0407858226874224,0.0016787773125775,0.0016787773125775
exymax_tw2,0,15.22,18.46,0.0396548,0.0427415911456122,0.0030867911456122,0.0
exymax_tw2,1,12.74,12.61,0.0732361,0.0761000597555539,0.0028639597555539,0.0
exymax_tw2,2,18.03,11.3,0.0889196,0.0909625064142401,0.0020429064142401,0.0
exymax_tw2,3,21.19,19.38,0.0460981,0.0422199023491185,0.0038781976508814,0.0038781976508814
exymax_tw2,4,9.78,15.96,0.0409845,0.054021921259927,0.013037421259927,0.0
exymax_tw2,5,18.64,13.8,0.0716685,0.0723635202348786,0.0006950202348786,0.0
exymax_tw2,6,13.46,20.99,0.0286307,0.0202900294084607,0.0083406705915392,0.0083406705915392
exymax_tw2,7,8.58,8.88,0.0931119,0.0740389062108409,0.019072993789159,0.019072993789159
exymax_tw2,8,13.63,14.92,0.0587911,0.057073156154201,0.0017179438457989,0.0017179438457989
tfmmax_tw1,0,15.22,18.46,72.7038,65.06213755215322,7.641662447846784,7.641662447846784
tfmmax_tw1,1,12.74,12.61,72.6758,78.13753115135145,5.461731151351458,0.0
tfmmax_tw1,2,18.03,11.3,28.7372,32.80770874065891,4.070508740658909,0.0
tfmmax_tw1,3,21.19,19.38,34.6226,48.49518854673439,13.872588546734391,0.0
tfmmax_tw1,4,9.78,15.96,142.7821,121.97966409880208,20.80243590119794,20.80243590119794
tfmmax_tw1,5,18.64,13.8,29.4176,27.01467044989125,2.402929550108752,2.402929550108752
tfmmax_tw1,6,13.46,20.99,104.2237,115.99864454415118,11.774944544151182,0.0
tfmmax_tw1,7,8.58,8.88,122.4554,116.43729385107562,6.018106148924375,6.018106148924375
tfmmax_tw1,8,13.63,14.92,75.1812,70.85387449854366,4.327325501456343,4.327325501456343
tfmmax_tw2,0,15.22,18.46,62.4008,51.38090858070236,11.019891419297636,11.019891419297636
tfmmax_tw2,1,12.74,12.61,107.3854,114.61211521396386,7.226715213963857,0.0
tfmmax_tw2,2,18.03,11.3,142.6177,127.610076561663,15.00762343833702,15.00762343833702
tfmmax_tw2,3,21.19,19.38,69.0521,116.18331701187412,47.13121701187413,0.0
tfmmax_tw2,4,9.78,15.96,71.6787,71.59153406731153,0.0871659326884781,0.0871659326884781
tfmmax_tw2,5,18.64,13.8,104.9098,115.38796331027564,10.478163310275647,0.0
tfmmax_tw2,6,13.46,20.99,49.3735,60.25404846043023,10.880548460430226,0.0
tfmmax_tw2,7,8.58,8.88,161.7784,127.08168957893824,34.696710421061766,34.696710421061766
tfmmax_tw2,8,13.63,14.92,84.7076,80.53087705212566,4.176722947874339,4.176722947874339
tfmmax_frame,0,15.22,18.46,86.3253,82.07600038791367,4.2492996120863324,4.2492996120863324
tfmmax_frame,1,12.74,12.61,85.5848,83.95433905691542,1.6304609430845858,1.6304609430845858
tfmmax_frame,2,18.03,11.3,105.3345,97.25749571921456,8.077004280785445,8.077004280785445
tfmmax_frame,3,21.19,19.38,98.062,95.12021976761808,2.941780232381916,2.941780232381916
tfmmax_frame,4,9.78,15.96,74.5182,77.21245671069053,2.694256710690538,0.0
tfmmax_frame,5,18.64,13.8,96.9956,100.25176112312758,3.2561611231275838,0.0
tfmmax_frame,6,13.46,20.99,77.0242,81.01447257008842,3.990272570088422,0.0
tfmmax_frame,7,8.58,8.88,79.7824,82.35594100782788,2.5735410078278846,0.0
tfmmax_frame,8,13.63,14.92,83.2918,85.55429617722305,2.2624961772230563,0.0
min_window_tfd,0,15.22,18.46,62.4008,51.38090858070236,11.019891419297636,11.019891419297636
distortion_measure,0,15.22,18.46,9.673476411506918e-07,1.1681244496597518e-06,2.0077680850906002e-07,0.0
min_window_tfd,1,12.74,12.61,72.6758,78.13753115135145,5.461731151351458,0.0
distortion_measure,1,12.74,12.61,1.695509183116417e-06,1.8669485818329872e-06,1.7143939871657033e-07,0.0
min_window_tfd,2,18.03,11.3,28.7372,32.80770874065891,4.070508740658909,0.0
distortion_measure,2,18.03,11.3,1.7940765125689303e-06,1.8600331718919449e-06,6.595665932301463e-08,0.0
min_window_tfd,3,21.19,19.38,34.6226,48.49518854673439,13.872588546734391,0.0
distortion_measure,3,21.19,19.38,9.822316264594053e-07,7.613075023653372e-07,2.2092412409406812e-07,2.2092412409406812e-07
min_window_tfd,4,9.78,15.96,71.6787,71.59153406731153,0.08716593268847816,0.08716593268847816
distortion_measure,4,9.78,15.96,1.4315637780085918e-06,1.5828685119949083e-06,1.5130473398631656e-07,0.0
min_window_tfd,5,18.64,13.8,29.4176,27.01467044989125,2.4029295501087518,2.4029295501087518
distortion_measure,5,18.64,13.8,1.5026200896611526e-06,1.5093244152605957e-06,6.704325599443092e-09,0.0
min_window_tfd,6,13.46,20.99,49.3735,60.25404846043023,10.880548460430234,0.0
distortion_measure,6,13.46,20.99,1.020528824434711e-06,8.022646043637835e-07,2.1826422007092758e-07,2.1826422007092758e-07
min_window_tfd,7,8.58,8.88,122.4554,116.43729385107562,6.018106148924375,6.018106148924375
distortion_measure,7,8.58,8.88,2.1004889064426648e-06,1.4757500157741694e-06,6.247388906684953e-07,6.247388906684953e-07
min_window_tfd,8,13.63,14.92,75.1812,70.85387449854366,4.327325501456343,4.327325501456343
distortion_measure,8,13.63,14.92,1.4652601088306167e-06,1.3706965878794725e-06,9.456352095114423e-08,9.456352095114423e-08
Code/data/width_optimization/analysis_tfd100_k_sensitivity/regenerated_oof/local_oof_errors_rbf_2W_B29_it0_with_composites.csv deleted 100644 → 0
output,sample_index,x1,x2,y_true,y_pred_oof,abs_error_oof,positive_underprediction_oof
exymax_tw1,0,15.22,18.46,0.0368687,0.0393499874603201,0.0024812874603201,0.0
exymax_tw1,1,12.74,12.61,0.040946,0.0417484329784907,0.0008024329784907,0.0
exymax_tw1,2,18.03,11.3,0.0194026,0.0220161913150688,0.0026135913150688,0.0
exymax_tw1,3,21.19,19.38,0.022359,0.0326385958389587,0.0102795958389587,0.0
exymax_tw1,4,9.78,15.96,0.0678181,0.0591279535620094,0.0086901464379905,0.0086901464379905
exymax_tw1,5,18.64,13.8,0.022213,0.0200036204477423,0.0022093795522576,0.0022093795522576
exymax_tw1,6,13.46,20.99,0.0500821,0.0503946902936706,0.0003125902936706,0.0
exymax_tw1,7,8.58,8.88,0.0615553,0.0477571480911938,0.0137981519088061,0.0137981519088061
exymax_tw2,0,15.22,18.46,0.0396548,0.038820064009832,0.0008347359901679,0.0008347359901679
exymax_tw2,1,12.74,12.61,0.0732361,0.068760534118842,0.0044755658811579,0.0044755658811579
exymax_tw2,2,18.03,11.3,0.0889196,0.0892699495031642,0.0003503495031642,0.0
exymax_tw2,3,21.19,19.38,0.0460981,0.0489850071975849,0.0028869071975849,0.0
exymax_tw2,4,9.78,15.96,0.0409845,0.052512692080601,0.011528192080601,0.0
exymax_tw2,5,18.64,13.8,0.0716685,0.0720630894344132,0.0003945894344132,0.0
exymax_tw2,6,13.46,20.99,0.0286307,0.0241221361670319,0.004508563832968,0.004508563832968
exymax_tw2,7,8.58,8.88,0.0931119,0.0923118650272129,0.000800034972787,0.000800034972787
tfmmax_tw1,0,15.22,18.46,72.7038,72.78968484152168,0.0858848415216755,0.0
tfmmax_tw1,1,12.74,12.61,72.6758,87.38797481516035,14.712174815160353,0.0
tfmmax_tw1,2,18.03,11.3,28.7372,28.91978604895025,0.1825860489502524,0.0
tfmmax_tw1,3,21.19,19.38,34.6226,50.08856179505832,15.46596179505832,0.0
tfmmax_tw1,4,9.78,15.96,142.7821,116.59352301889726,26.18857698110276,26.18857698110276
tfmmax_tw1,5,18.64,13.8,29.4176,29.47129572844358,0.0536957284435786,0.0
tfmmax_tw1,6,13.46,20.99,104.2237,113.81990187990658,9.596201879906587,0.0
tfmmax_tw1,7,8.58,8.88,122.4554,88.09047848136643,34.364921518633565,34.364921518633565
tfmmax_tw2,0,15.22,18.46,62.4008,53.66859256155374,8.73220743844626,8.73220743844626
tfmmax_tw2,1,12.74,12.61,107.3854,112.80598843647893,5.4205884364789085,0.0
tfmmax_tw2,2,18.03,11.3,142.6177,130.24032345730427,12.377376542695744,12.377376542695744
tfmmax_tw2,3,21.19,19.38,69.0521,59.70245703072726,9.349642969272736,9.349642969272736
tfmmax_tw2,4,9.78,15.96,71.6787,79.54373848301191,7.865038483011901,0.0
tfmmax_tw2,5,18.64,13.8,104.9098,113.51337642166618,8.603576421666176,0.0
tfmmax_tw2,6,13.46,20.99,49.3735,62.224593181415855,12.851093181415855,0.0
tfmmax_tw2,7,8.58,8.88,161.7784,147.0567488768353,14.72165112316472,14.72165112316472
tfmmax_frame,0,15.22,18.46,86.3253,81.87772308597414,4.447576914025859,4.447576914025859
tfmmax_frame,1,12.74,12.61,85.5848,86.78711242194424,1.2023124219442425,0.0
tfmmax_frame,2,18.03,11.3,105.3345,96.1937220517832,9.140777948216794,9.140777948216794
tfmmax_frame,3,21.19,19.38,98.062,79.07603304790348,18.98596695209652,18.98596695209652
tfmmax_frame,4,9.78,15.96,74.5182,71.47941565635551,3.03878434364448,3.03878434364448
tfmmax_frame,5,18.64,13.8,96.9956,102.85610781889989,5.86050781889989,0.0
tfmmax_frame,6,13.46,20.99,77.0242,85.56534804538171,8.541148045381718,0.0
tfmmax_frame,7,8.58,8.88,79.7824,89.29879468755053,9.51639468755053,0.0
min_window_tfd,0,15.22,18.46,62.4008,53.66859256155374,8.73220743844626,8.73220743844626
distortion_measure,0,15.22,18.46,9.673476411506918e-07,1.0048477606754263e-06,3.750011952473455e-08,0.0
min_window_tfd,1,12.74,12.61,72.6758,87.38797481516035,14.712174815160353,0.0
distortion_measure,1,12.74,12.61,1.695509183116417e-06,1.5648370037667993e-06,1.3067217934961757e-07,1.3067217934961757e-07
min_window_tfd,2,18.03,11.3,28.7372,28.91978604895025,0.18258604895024888,0.0
distortion_measure,2,18.03,11.3,1.7940765125689303e-06,1.847724236124852e-06,5.3647723555921705e-08,0.0
min_window_tfd,3,21.19,19.38,34.6226,50.08856179505832,15.46596179505832,0.0
distortion_measure,3,21.19,19.38,9.822316264594053e-07,1.3298272062645065e-06,3.4759557980510124e-07,0.0
min_window_tfd,4,9.78,15.96,71.6787,79.54373848301191,7.865038483011901,0.0
distortion_measure,4,9.78,15.96,1.4315637780085918e-06,1.5253975821314402e-06,9.383380412284844e-08,0.0
min_window_tfd,5,18.64,13.8,29.4176,29.47129572844358,0.053695728443578616,0.0
distortion_measure,5,18.64,13.8,1.5026200896611526e-06,1.4809365383832621e-06,2.1683551277890423e-08,2.1683551277890423e-08
min_window_tfd,6,13.46,20.99,49.3735,62.224593181415855,12.851093181415855,0.0
distortion_measure,6,13.46,20.99,1.020528824434711e-06,9.36965422011659e-07,8.356340242305203e-08,8.356340242305203e-08
min_window_tfd,7,8.58,8.88,122.4554,88.09047848136643,34.364921518633565,34.364921518633565
distortion_measure,7,8.58,8.88,2.1004889064426648e-06,1.80693971445361e-06,2.935491919890548e-07,2.935491919890548e-07
Code/data/width_optimization/analysis_tfd100_k_sensitivity/regenerated_oof/local_oof_errors_rbf_2W_B29_it1_with_composites.csv deleted 100644 → 0
output,sample_index,x1,x2,y_true,y_pred_oof,abs_error_oof,positive_underprediction_oof
exymax_tw1,0,15.22,18.46,0.0368687,0.03937643760185,0.00250773760185,0.0
exymax_tw1,1,12.74,12.61,0.040946,0.0433986466379852,0.0024526466379852,0.0
exymax_tw1,2,18.03,11.3,0.0194026,0.0220077059179696,0.0026051059179696,0.0
exymax_tw1,3,21.19,19.38,0.022359,0.0284324367868461,0.0060734367868461,0.0
exymax_tw1,4,9.78,15.96,0.0678181,0.062126846163715,0.005691253836285,0.005691253836285
exymax_tw1,5,18.64,13.8,0.022213,0.0197819931717324,0.0024310068282675,0.0024310068282675
exymax_tw1,6,13.46,20.99,0.0500821,0.0490027520732468,0.0010793479267531,0.0010793479267531
exymax_tw1,7,8.58,8.88,0.0615553,0.0474965928740909,0.014058707125909,0.014058707125909
exymax_tw1,8,13.29,14.13,0.0423001,0.0406621004385579,0.001637999561442,0.001637999561442
exymax_tw2,0,15.22,18.46,0.0396548,0.039616816873581,3.79831264189015e-05,3.79831264189015e-05
exymax_tw2,1,12.74,12.61,0.0732361,0.0741698773864816,0.0009337773864816,0.0
exymax_tw2,2,18.03,11.3,0.0889196,0.0890712819061947,0.0001516819061947,0.0
exymax_tw2,3,21.19,19.38,0.0460981,0.0477625346693737,0.0016644346693737,0.0
exymax_tw2,4,9.78,15.96,0.0409845,0.05068571149281,0.00970121149281,0.0
exymax_tw2,5,18.64,13.8,0.0716685,0.072128384692732,0.000459884692732,0.0
exymax_tw2,6,13.46,20.99,0.0286307,0.0244990915503655,0.0041316084496344,0.0041316084496344
exymax_tw2,7,8.58,8.88,0.0931119,0.0726199896228065,0.0204919103771934,0.0204919103771934
exymax_tw2,8,13.29,14.13,0.0632955,0.0623671092316626,0.0009283907683373,0.0009283907683373
tfmmax_tw1,0,15.22,18.46,72.7038,71.44568775558844,1.2581122444115636,1.2581122444115636
tfmmax_tw1,1,12.74,12.61,72.6758,78.70276838212794,6.026968382127947,0.0
tfmmax_tw1,2,18.03,11.3,28.7372,22.725059981074992,6.01214001892501,6.01214001892501
tfmmax_tw1,3,21.19,19.38,34.6226,47.654278539798725,13.031678539798726,0.0
tfmmax_tw1,4,9.78,15.96,142.7821,119.19131724735712,23.59078275264289,23.59078275264289
tfmmax_tw1,5,18.64,13.8,29.4176,29.275872751378472,0.1417272486215282,0.1417272486215282
tfmmax_tw1,6,13.46,20.99,104.2237,107.02702098882764,2.8033209888276502,0.0
tfmmax_tw1,7,8.58,8.88,122.4554,332.5264150528128,210.0710150528128,0.0
tfmmax_tw1,8,13.29,14.13,74.9804,69.58022571437937,5.400174285620636,5.400174285620636
tfmmax_tw2,0,15.22,18.46,62.4008,57.0986990990491,5.302100900950897,5.302100900950897
tfmmax_tw2,1,12.74,12.61,107.3854,110.64774936716344,3.262349367163438,0.0
tfmmax_tw2,2,18.03,11.3,142.6177,129.05607867934032,13.561621320659697,13.561621320659697
tfmmax_tw2,3,21.19,19.38,69.0521,70.92657833630608,1.8744783363060835,0.0
tfmmax_tw2,4,9.78,15.96,71.6787,77.0945650511126,5.41586505111259,0.0
tfmmax_tw2,5,18.64,13.8,104.9098,114.20957494654384,9.299774946543849,0.0
tfmmax_tw2,6,13.46,20.99,49.3735,56.1767980728032,6.803298072803194,0.0
tfmmax_tw2,7,8.58,8.88,161.7784,146.98067722621246,14.79772277378754,14.79772277378754
tfmmax_tw2,8,13.29,14.13,91.7619,91.32597855322751,0.4359214467724825,0.4359214467724825
tfmmax_frame,0,15.22,18.46,86.3253,81.3148896370709,5.010410362929093,5.010410362929093
tfmmax_frame,1,12.74,12.61,85.5848,84.79133934131494,0.7934606586850634,0.7934606586850634
tfmmax_frame,2,18.03,11.3,105.3345,97.41571730995427,7.918782690045717,7.918782690045717
tfmmax_frame,3,21.19,19.38,98.062,90.11182446097268,7.950175539027313,7.950175539027313
tfmmax_frame,4,9.78,15.96,74.5182,69.00644633376749,5.511753666232508,5.511753666232508
tfmmax_frame,5,18.64,13.8,96.9956,102.56869966004228,5.573099660042288,0.0
tfmmax_frame,6,13.46,20.99,77.0242,87.33003834343867,10.30583834343868,0.0
tfmmax_frame,7,8.58,8.88,79.7824,92.34212593815757,12.559725938157555,0.0
tfmmax_frame,8,13.29,14.13,83.2031,85.21477009479742,2.011670094797409,0.0
min_window_tfd,0,15.22,18.46,62.4008,57.0986990990491,5.302100900950897,5.302100900950897
distortion_measure,0,15.22,18.46,9.673476411506918e-07,1.0268495772027585e-06,5.950193605206675e-08,0.0
min_window_tfd,1,12.74,12.61,72.6758,78.70276838212794,6.026968382127947,0.0
distortion_measure,1,12.74,12.61,1.695509183116417e-06,1.7824378123503428e-06,8.692862923392588e-08,0.0
min_window_tfd,2,18.03,11.3,28.7372,22.725059981074992,6.01214001892501,6.01214001892501
distortion_measure,2,18.03,11.3,1.7940765125689303e-06,1.84017737014261e-06,4.610085757367965e-08,0.0
min_window_tfd,3,21.19,19.38,34.6226,47.654278539798725,13.031678539798726,0.0
distortion_measure,3,21.19,19.38,9.822316264594053e-07,1.1742054892338726e-06,1.919738627744673e-07,0.0
min_window_tfd,4,9.78,15.96,71.6787,77.0945650511126,5.41586505111259,0.0
distortion_measure,4,9.78,15.96,1.4315637780085918e-06,1.5436999186417016e-06,1.1213614063310988e-07,0.0
min_window_tfd,5,18.64,13.8,29.4176,29.275872751378472,0.1417272486215282,0.1417272486215282
distortion_measure,5,18.64,13.8,1.5026200896611526e-06,1.479921512394434e-06,2.2698577266718642e-08,2.2698577266718642e-08
min_window_tfd,6,13.46,20.99,49.3735,56.1767980728032,6.8032980728032015,0.0
distortion_measure,6,13.46,20.99,1.020528824434711e-06,9.053474719839399e-07,1.1518135245077112e-07,1.1518135245077112e-07
min_window_tfd,7,8.58,8.88,122.4554,146.98067722621246,24.525277226212467,0.0
distortion_measure,7,8.58,8.88,2.1004889064426648e-06,1.268958977418366e-06,8.315299290242987e-07,8.315299290242987e-07
min_window_tfd,8,13.29,14.13,74.9804,69.58022571437937,5.400174285620636,5.400174285620636
distortion_measure,8,13.29,14.13,1.5418915152124357e-06,1.473830050041543e-06,6.806146517089261e-08,6.806146517089261e-08
Code/reports/width_optimization/de_robustness_study/summaries/table_C_stage1_runs.csv deleted 100644 → 0
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Code/reports/width_optimization/de_robustness_study/summaries/table_C_stage2_runs.csv deleted 100644 → 0
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