ee53470257955a0f1750d048af72c01c *DESCRIPTION
9929eaf87850b370c8ef0f7729c4d206 *NAMESPACE
ac7a56286c96f5096c5399d36f767b39 *R/Bayesian_Optimization.R
f42768f51c2b28768639a4ddc3c66f97 *R/GridSearchCV.R
d187c7c2b73ddac0cda3a1120d8f8a16 *R/HyperparametersNN.R
f139bfc5aa1b89b0fa06cf64e46cfd8d *R/HyperparametersRF.R
5c0ac2772e5b6cf8da736b5363752ebd *R/HyperparametersSVM.R
92e7856b41e1b4a98a2b2682c069c3a4 *R/HyperparametersXGBoost.R
a6780a45e6f8ce7e880f810b2a825019 *R/Integrated_Gradients.R
d9b5e6c68bbf8706e38ae71e74bef792 *R/InterpretableML.R
70f449f48a08c463ad8e7c6719e4d717 *R/Objects.R
7f5d4842a095601245c791c5bd7903fd *R/SOBOL.R
79d44708a584d445a6de4c9bcf485aaa *R/Tuners.R
a8bda380e7407ea1a7a96e672d32c6a0 *R/check_arguments.R
da5877e5ffd3d9dfa1431b12021cfc94 *R/create_nn.R
69eb3806c68b5808b2ae786efce080e7 *R/create_rf.R
8cea9675b0610339121fed0d3b4db034 *R/create_svm.R
1249ec36fb30815c930bb2347d1fcd17 *R/create_xgboost.R
1c60cd12cea48b933cfe94cf049b0d10 *R/evaluate_model.R
43b0002329edfc4fa545580d23102ec6 *R/fine_tuning.R
66e9984e7156ea437e75de256bdee555 *R/graph_nn.R
1129e745c83ed02aeb17e42264455387 *R/metrics.R
c66be2846bbece6e55cde09e477d5d22 *R/model_creation.R
3159742bfeeb29df776a0650b7a98505 *R/olden_method.R
02f5668e6309cf849c650022f559ab7a *R/permutation_feature_importance.R
d42292e3027bc1a84c6fda4befa65769 *R/plotting_utils.R
1d233b0ae6271a647165e7fc971471ab *R/preprocessing.R
7a4faa225471cea5d61fdb4ebb754e0a *R/results_binary_classification.R
05c7df44a51124aa9bde6947bca3468d *R/results_multiclass_classification.R
c5af67280d075d5f78ff2bfb2340ee78 *R/results_regression.R
84838dc23b3aaf8e04f0ba30a32e2bcf *R/shap_values.R
e6a341e15eecc81f3fe7d6d34c6bdd53 *R/sim_data.R
4f0e195aaf78962f9134de529c830fc7 *R/summary.AnalysisObject.R
f08d0c7e9d8aa8ea9807f2cd1639418f *R/table_utils.R
87df2401999ca8f483a43d0396e9c70a *R/tutorial.R
5305b318dc8296d089eedb487faba1bf *R/utils-pipe.R
bc97cdceddcfece545f3b2c531c8ca77 *R/zzz.R
e9492f0d002bf5af79da7b771c929005 *README.md
d54042561b90aafd8a9a202ea63e1e4b *build/partial.rdb
b35f09211dea7bc946f73ed1479cf25e *data/sim_data.rda
6d75d10a32829a93b3d54eb1c7a760a1 *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
ac9c36e5da90729d1a0453e588bc396c *man/fine_tuning.Rd
8f4aad003a999fae004ba9361f9a99d6 *man/pipe.Rd
3e4d0c3c2f18999bdf91d9e1661685ab *man/plot_calibration_curve.Rd
ad018982c3fce9ee86f0fb30813d3cd7 *man/plot_confusion_matrix.Rd
5b59814ce2aec1955f3b2ee505dace00 *man/plot_distribution_by_class.Rd
305bc1b75f128f190e9764fb9ee38144 *man/plot_gain_curve.Rd
1fafcba3eafe611233936e148ae34b73 *man/plot_graph_nn.Rd
60b6ff8ed3797439a676d42e767d616b *man/plot_integrated_gradients.Rd
d881d6e70f75568443ef86e2fc7fafed *man/plot_lift_curve.Rd
6e84fcd273e7831ff08c337e393c5870 *man/plot_loss_curve.Rd
dc30cb980f9ac94ccf15134853f05413 *man/plot_olden.Rd
cad99883531db73175dba30a458449e8 *man/plot_pfi.Rd
84b3ce32b12e2c03640671a8a29a3700 *man/plot_pr_curve.Rd
b2fb59e66e6019b87316cf3928b21bc3 *man/plot_residuals_distribution.Rd
477bb60e47b4d8d079e8203f223880f9 *man/plot_roc_curve.Rd
e90869eb466a1c8c004650adb099e4ac *man/plot_scatter_predictions.Rd
873c41dc2f5fdd60da5ce83d03680ce0 *man/plot_scatter_residuals.Rd
0bc0af2694e3a72972c1aded111bfdf8 *man/plot_shap.Rd
6e0f2d65f6f686f208945f87394515ef *man/plot_sobol_jansen.Rd
d79dffc293920c6030453635b6fdd5ec *man/plot_tuning_results.Rd
9cc95870fd41226747d4ae08867b9741 *man/preprocessing.Rd
7efce60b01163b5bc3766dafd09d75b3 *man/sensitivity_analysis.Rd
29d03845f97a2c5e08628f5f1070dd96 *man/sim_data.Rd
93c57d33002ad344218dad4edc29e0de *man/table_best_hyperparameters.Rd
fd463a7376e3d98c838758f77e09c1f3 *man/table_evaluation_results.Rd
301c6f7969e0df4df5f446739caee47d *man/table_integrated_gradients_results.Rd
57c2d5752c576ebb938bfc1cba6c998f *man/table_olden_results.Rd
c8fd9498609cfccd537000156ac13bd9 *man/table_pfi_results.Rd
5f6ac24d003642cef70421fd40103321 *man/table_shap_results.Rd
c190fa7e72916b8d63c45639eef5760e *man/table_sobol_jansen_results.Rd
953c299ef7c442afbe2f2a47a7861490 *man/tutorial.Rd
48b616bb4d7dec42db7110132ca0de5d *tests/testthat.R
43118858c2873be5e7503de9f002c250 *tests/testthat/test-HyperparametersNN.R
e8edb824cc845b49722c13235aa161bc *tests/testthat/test-HyperparametersRF.R
bdcb17fb56994629e139afe13c12729b *tests/testthat/test-HyperparametersSVM.R
7471e8d3a0278d4f0225e100d2dfa724 *tests/testthat/test-Tuners.R
5ffc3469ca6d0bae231abcc6154593b4 *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
