Enhance SHAP analysis for RBF optimization:

Code/reports/width_optimization/2W/rbf_shap/it0/shap_importance_objective_2W_B29_H30_TFD_W90_it0.csv

-feature,mean_abs_shap
-tw2,4023.629346028373
-tw1,3362.2757165470252

Code/reports/width_optimization/2W/rbf_shap/it0/shap_values_objective_2W_B29_H30_TFD_W90_it0.csv

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Code/reports/width_optimization/2W/rbf_shap/it2/shap_importance_exymax_tw1_2W_B29_H30_it2.csv

+feature,mean_abs_shap
+tw1,0.012147539755102039
+tw2,0.0036765555974290274

Code/reports/width_optimization/2W/rbf_shap/it2/shap_importance_exymax_tw1_2W_B34_H30_it2.csv

+feature,mean_abs_shap
+tw1,0.017197619981905
+tw2,0.0031209069412923497

Code/reports/width_optimization/2W/rbf_shap/it2/shap_importance_exymax_tw2_2W_B29_H30_it2.csv

+feature,mean_abs_shap
+tw2,0.0174547255111171
+tw1,0.005858345424436849

Code/reports/width_optimization/2W/rbf_shap/it2/shap_importance_exymax_tw2_2W_B34_H30_it2.csv

+feature,mean_abs_shap
+tw2,0.022187929910289533
+tw1,0.008735972385967301

Code/reports/width_optimization/2W/rbf_shap/it2/shap_importance_tfmmax_frame_2W_B29_H30_it2.csv

+feature,mean_abs_shap
+tw1,7.305463125116714
+tw2,5.343045659608185

Code/reports/width_optimization/2W/rbf_shap/it2/shap_importance_tfmmax_frame_2W_B34_H30_it2.csv

+feature,mean_abs_shap
+tw1,9.495314555928537
+tw2,6.522098877414948

Code/reports/width_optimization/2W/rbf_shap/it2/shap_importance_tfmmax_tw1_2W_B29_H30_it2.csv

+feature,mean_abs_shap
+tw1,27.482217470115014
+tw2,9.515449672450403

Code/reports/width_optimization/2W/rbf_shap/it2/shap_importance_tfmmax_tw1_2W_B34_H30_it2.csv

+feature,mean_abs_shap
+tw1,31.925346442451197
+tw2,14.739077106400522

Code/reports/width_optimization/2W/rbf_shap/it2/shap_importance_tfmmax_tw2_2W_B29_H30_it2.csv

+feature,mean_abs_shap
+tw2,25.489558109653416
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Code/reports/width_optimization/2W/rbf_shap/it2/shap_importance_tfmmax_tw2_2W_B34_H30_it2.csv

+feature,mean_abs_shap
+tw2,31.807282692536248
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Code/reports/width_optimization/2W/rbf_shap/it2/shap_values_exymax_tw1_2W_B29_H30_it2.csv

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+6.402797781185434,-41.70806903995486
+-13.263519156318885,-33.917307222431724
+7.606671055584677,63.855055239099435
+5.525335080706071,-20.818562660697992
+-17.150123697664014,4.706529116896874
+10.75981652920634,33.57042521920922
+1.3935148042447665,8.739121015401842

Code/reports/width_optimization/3W/rbf_shap/it0/objective_values_3W_B34_H45_TFD_W90_it0.csv

-tw1,tw2,tw3,objective_score,shap_baseline,shap_sum_plus_baseline
-11.96560443700367,8.949905957768472,12.727381279202442,283.2789259618843,911.1937027148216,283.2789259618843
-11.276312261534276,5.847596130988846,13.780601164730804,5955.71351431616,911.1937027148216,5955.71351431616
-11.850257317913176,12.074578747492584,6.153022694079913,122431.3999458205,911.1937027148216,122431.3999458205
-9.053473441060104,8.337182218093231,13.340884899637416,773.540169359919,911.1937027148216,773.540169359919
-10.79478608072598,12.40485451943747,8.99072778944598,5961.245159322243,911.1937027148216,5961.245159322243
-7.045148496062992,9.991263083142513,5.574355304937578,19221.29719969623,911.1937027148216,19221.29719969623

Code/reports/width_optimization/3W/rbf_shap/it0/shap_importance_objective_3W_B34_H45_TFD_W90_it0.csv

-feature,mean_abs_shap
-tw3,27322.03855433154
-tw2,6191.739661514076
-tw1,5566.356603242402

Code/reports/width_optimization/3W/rbf_shap/it0/shap_values_objective_3W_B34_H45_TFD_W90_it0.csv

-tw1,tw2,tw3
--48.02660279859265,-379.1686671082786,-200.71950684606605
--189.46609909798644,5359.212613134742,-125.22670243541688
-5692.472109894559,16919.606915698372,98908.12721751275
--154.04386319846444,128.30690570392795,-111.91657586036612
--1864.0348156483947,226.0937210790671,6687.992551176749
--25450.096128816418,-14138.04914636007,57898.248772157895

Code/reports/width_optimization/3W/rbf_shap/it1/shap_importance_exymax_tw1_3W_B34_H45_it1.csv

+feature,mean_abs_shap
+tw1,0.015632741993238025
+tw3,0.0073210529608543976
+tw2,0.002810350437701552

Code/reports/width_optimization/3W/rbf_shap/it1/shap_importance_exymax_tw2_3W_B34_H45_it1.csv

+feature,mean_abs_shap
+tw2,0.020348422567176633
+tw3,0.004342272395470746
+tw1,0.004161060776819298

Code/reports/width_optimization/3W/rbf_shap/it1/shap_importance_exymax_tw3_3W_B34_H45_it1.csv

+feature,mean_abs_shap
+tw3,0.030310601857344105
+tw1,0.008496367381034875
+tw2,0.007287444028736113

Code/reports/width_optimization/3W/rbf_shap/it1/shap_importance_tfmmax_frame_3W_B34_H45_it1.csv

+feature,mean_abs_shap
+tw3,13.0210305268423
+tw1,7.917244237656751
+tw2,5.103128809432837

Code/reports/width_optimization/3W/rbf_shap/it1/shap_importance_tfmmax_tw1_3W_B34_H45_it1.csv

+feature,mean_abs_shap
+tw1,37.20124327580537
+tw3,13.497518069835351
+tw2,7.395929300479581

Code/reports/width_optimization/3W/rbf_shap/it1/shap_importance_tfmmax_tw2_3W_B34_H45_it1.csv

+feature,mean_abs_shap
+tw2,41.36184067149968
+tw3,6.073192515954167
+tw1,2.901698213652998

Code/reports/width_optimization/3W/rbf_shap/it1/shap_importance_tfmmax_tw3_3W_B34_H45_it1.csv

+feature,mean_abs_shap
+tw3,39.58066362595297
+tw2,13.807081157200633
+tw1,9.105397768056745

Code/reports/width_optimization/3W/rbf_shap/it2/shap_importance_exymax_tw1_3W_B29_H45_it2.csv

+feature,mean_abs_shap
+tw1,0.015012120878466428
+tw3,0.0026849938121478695
+tw2,0.0012616902910934996

Code/reports/width_optimization/3W/rbf_shap/it2/shap_importance_exymax_tw2_3W_B29_H45_it2.csv

+feature,mean_abs_shap
+tw2,0.021022154294371515
+tw1,0.003048611812833139
+tw3,0.003021314061422495

Code/reports/width_optimization/3W/rbf_shap/it2/shap_importance_exymax_tw3_3W_B29_H45_it2.csv

+feature,mean_abs_shap
+tw3,0.028297295308885057
+tw2,0.006267724370766697
+tw1,0.0059056321813718456

Code/reports/width_optimization/3W/rbf_shap/it2/shap_importance_tfmmax_frame_3W_B29_H45_it2.csv

+feature,mean_abs_shap
+tw3,13.263495822865504
+tw2,7.206302730070523
+tw1,6.862479209858984

Code/reports/width_optimization/3W/rbf_shap/it2/shap_importance_tfmmax_tw1_3W_B29_H45_it2.csv

+feature,mean_abs_shap
+tw1,31.533826798433875
+tw3,7.262155971915118
+tw2,3.4762144813055453

Code/reports/width_optimization/3W/rbf_shap/it2/shap_importance_tfmmax_tw2_3W_B29_H45_it2.csv

+feature,mean_abs_shap
+tw2,36.553715082907594
+tw3,4.993552283729199
+tw1,2.8085303953399205

Code/reports/width_optimization/3W/rbf_shap/it2/shap_importance_tfmmax_tw3_3W_B29_H45_it2.csv

+feature,mean_abs_shap
+tw3,38.699682162896096
+tw2,12.657831376374817
+tw1,7.731492953090411

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_exymax_tw1_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw1,0.017572690164505255
+tw2,0.0030966325552147984
+tw3,0.003053309607291307
+tw4,0.002335231133072233
+tw5,0.0007110226634982852

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_exymax_tw2_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw2,0.016476609036074855
+tw1,0.0036759569038545114
+tw4,0.0024890391853915387
+tw3,0.0017529141989021352
+tw5,0.0007365668437400938

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_exymax_tw3_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw3,0.023912055103296814
+tw1,0.0037835596955793976
+tw2,0.002560146051507722
+tw5,0.0020705337568461806
+tw4,0.0012036616310239943

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_exymax_tw4_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw4,0.017538650400112862
+tw2,0.005341839839155947
+tw1,0.004496641747513837
+tw3,0.0016895243920328482
+tw5,0.0012675174304502853

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_exymax_tw5_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw5,0.010642361691880322
+tw2,0.00322306923447207
+tw1,0.0027914446468216753
+tw3,0.0018199107782671375
+tw4,0.001501951473567609

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_tfmmax_frame_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw2,4.9605819433435165
+tw1,3.296091866150963
+tw3,2.883995390077644
+tw4,2.088041482644975
+tw5,1.4701392740522534

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_tfmmax_tw1_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw1,30.30910800122937
+tw3,3.479958680623551
+tw4,2.995736502891993
+tw5,1.3771024160138317
+tw2,0.9688093175816778

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_tfmmax_tw2_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw2,30.592460184188386
+tw3,5.966169635429372
+tw1,4.003846041424384
+tw4,3.3461457854969905
+tw5,1.8263860501371212

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_tfmmax_tw3_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw3,47.122970087851314
+tw2,6.194588919656985
+tw1,4.582978334446506
+tw5,3.3988259723719136
+tw4,0.9974948796328852

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_tfmmax_tw4_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw4,23.579812415777983
+tw1,4.840215253378378
+tw2,3.9452263527962064
+tw3,3.6811878334235173
+tw5,2.9554322319134525

Code/reports/width_optimization/5W/rbf_shap/it2/shap_importance_tfmmax_tw5_5W_B34_H60_it2.csv

+feature,mean_abs_shap
+tw5,14.078698206061315
+tw3,5.639203508914964
+tw2,3.923817431568781
+tw4,3.701037840437815
+tw1,3.4833113725875195