11fce3ac384bad1dc138d726c65c26b7 *DESCRIPTION
467d3c622e82a4f59e350fb2fe177d41 *NAMESPACE
f63038c985bf9e66254ab753a8b996fa *NEWS.md
9391d20bc2f7e5577459483ed766423d *R/Bayesian_Optimization.R
9b3e2d57215b3a7f743062fac2d6b446 *R/GridSearchCV.R
198277ac7e1c72fc034d949933737561 *R/HyperparametersNN.R
4f49ce967a7073ad663f261b7746ef0a *R/HyperparametersRF.R
f03f9429a52a656743c56e6db2340ebd *R/HyperparametersSVM.R
cbb2e11ccc1b9aea93b2f42c6267c962 *R/HyperparametersXGBoost.R
ffebcb5458855955ac642fe17d2f2b3b *R/Integrated_Gradients.R
8f7c2aa76eb5abeaa1731e4def8cca58 *R/InterpretableML.R
9a8109f490e9ef92ec8b1160940190f8 *R/Objects.R
4f6afa4b5ed92c3e711f0469e8424543 *R/SOBOL.R
85bb8cb2607fc11c6ab44a355db92332 *R/Tuners.R
a8bda380e7407ea1a7a96e672d32c6a0 *R/check_arguments.R
da5877e5ffd3d9dfa1431b12021cfc94 *R/create_nn.R
69eb3806c68b5808b2ae786efce080e7 *R/create_rf.R
62b19d98564200a05a1f7e08aa6d6f14 *R/create_svm.R
ce431bec7eb81e3882b496d7aab9bf9e *R/create_xgboost.R
1c60cd12cea48b933cfe94cf049b0d10 *R/evaluate_model.R
3c5b31ae7382a27a4dec6dc59d52883b *R/fine_tuning.R
66e9984e7156ea437e75de256bdee555 *R/graph_nn.R
6ff8115eb4570c5cfd39216684252b76 *R/metrics.R
dd7de5c081b607d57a37bcc46b42e910 *R/model_creation.R
3159742bfeeb29df776a0650b7a98505 *R/olden_method.R
3f1c0e742b32ff1b4c85c241b814cc93 *R/permutation_feature_importance.R
60a6e89b9e52d66babbb564b6db95ab3 *R/plotting_utils.R
a6cce8d16f0cdb9a6f091f159d1f514a *R/preprocessing.R
7d332e57b51ba0d0fcc0555d66a5764e *R/results_binary_classification.R
e98a20580e4fd0124acbefe695f5aadb *R/results_multiclass_classification.R
3aaddad4755e38663f9ee64707114005 *R/results_regression.R
84838dc23b3aaf8e04f0ba30a32e2bcf *R/shap_values.R
44c2c535a6228e3ea4c94dc4284ed7d6 *R/sim_data.R
4f0e195aaf78962f9134de529c830fc7 *R/summary.AnalysisObject.R
3740f1d505c3ec1d0e3195ee37edc9f9 *R/table_utils.R
5305b318dc8296d089eedb487faba1bf *R/utils-pipe.R
bc97cdceddcfece545f3b2c531c8ca77 *R/zzz.R
cfaa0ccd76a58368db84c77445e2005e *README.md
b35f09211dea7bc946f73ed1479cf25e *data/sim_data.rda
0c439dded74751f80614ef851b53eae9 *man/build_model.Rd
c6aaf4afd354107d000d2b7f9732bace *man/figures/README-example-1.png
14d5f3698b05f206a0bbc3ad6aedff4e *man/figures/README-example-2.png
f66c0bb6aa5ff5d066ec76747e0c1324 *man/figures/README-example-3.png
8b6b98b9bd1409dad4ed77c39e9417b1 *man/figures/README-example-4.png
695b682daa32b5217f67d41900784602 *man/figures/README-example-5.png
c62d283ecea74f67d5e395dbc701c644 *man/fine_tuning.Rd
8f4aad003a999fae004ba9361f9a99d6 *man/pipe.Rd
d3d06d2f75b9345f66025a486ef47289 *man/plot_calibration_curve.Rd
478485db965d199baaf8067adfa61ecd *man/plot_confusion_matrix.Rd
5f0dadba0cf6a97408bf027376c55632 *man/plot_distribution_by_class.Rd
6ec8c0ff4921e8d168a9d3370cb1a5c6 *man/plot_gain_curve.Rd
743624231fa63aa8116ae1fa7e58bb4a *man/plot_graph_nn.Rd
d78cb13ef611e02f820261ec5011e1e4 *man/plot_integrated_gradients.Rd
46526dba48c489c43a6d36da849b1e03 *man/plot_lift_curve.Rd
079b5a4be3495d392080465f3945b68d *man/plot_loss_curve.Rd
2f53de0a02e22aea0b3cd69f17158e37 *man/plot_olden.Rd
16ee866d6d549f7e91fb788525416f22 *man/plot_pfi.Rd
4e03583a55d2ceb6ac08df6504af2893 *man/plot_pr_curve.Rd
9327fc016360e00ed46f61f056db9052 *man/plot_residuals_distribution.Rd
879526fd44542132f84b95590a0fafd8 *man/plot_roc_curve.Rd
913eda77b5f46d4482ee0b231eea1ffc *man/plot_scatter_predictions.Rd
3d003025655b478c00a990612ac4b8b8 *man/plot_scatter_residuals.Rd
30ef609f722c4fda9f70c4745a3e26e6 *man/plot_shap.Rd
5a6c80a942a245e63a7290c195045969 *man/plot_sobol_jansen.Rd
fca21b6e1ce43a671da12f11e2376666 *man/plot_tuning_results.Rd
87def63654fa64034d6c4e036382d77e *man/preprocessing.Rd
f60bd07de5e4d6c0543dbcd72e91d8e1 *man/sensitivity_analysis.Rd
b0be9c9f4693c9b14f4d4a1bdece8e3b *man/sim_data.Rd
b7af17848c9e363bd5f98366a6140b65 *man/table_best_hyperparameters.Rd
d56672c6fa6783eb59233a023491c62b *man/table_evaluation_results.Rd
44d03c668a82395cb9423d5a1e6be3d0 *man/table_integrated_gradients_results.Rd
3b321f7ae3060e9d299ac526441aed96 *man/table_olden_results.Rd
e8760142ad4744e0c58dc1e7f0d13d08 *man/table_pfi_results.Rd
8ad585085cc8a96167496c565c203eb8 *man/table_shap_results.Rd
74e185d4020473fffb9b4b4bd95ac054 *man/table_sobol_jansen_results.Rd
48b616bb4d7dec42db7110132ca0de5d *tests/testthat.R
43118858c2873be5e7503de9f002c250 *tests/testthat/test-HyperparametersNN.R
cbb194c7fe05116ee5e7487c75512296 *tests/testthat/test-HyperparametersRF.R
bdcb17fb56994629e139afe13c12729b *tests/testthat/test-HyperparametersSVM.R
14e9493bae5bb4c1975c0010d73edbae *tests/testthat/test-Tuners.R
f4e2b80b2ed18d06d645f3c52d282a06 *tests/testthat/test-build_model.R
ff25462e5bb7d0b07fe0b84621dab811 *tests/testthat/test-model_tuning.R
46022bff36473c553d637fa44c3fe095 *tests/testthat/test-preprocessing.R
f704266b0d4029c1606699d60b316edb *tests/testthat/test-sensitivity_analysis.R
