1f7ed3d8a74ccccfa3a1247dd542adf7 *DESCRIPTION
4c3b245e33418294ca70adcef81d0da9 *NAMESPACE
399a3b327fd55a030e0530ba45f7fcab *R/Bayesian_Optimization.R
9b3e2d57215b3a7f743062fac2d6b446 *R/GridSearchCV.R
d187c7c2b73ddac0cda3a1120d8f8a16 *R/HyperparametersNN.R
f139bfc5aa1b89b0fa06cf64e46cfd8d *R/HyperparametersRF.R
5c0ac2772e5b6cf8da736b5363752ebd *R/HyperparametersSVM.R
92e7856b41e1b4a98a2b2682c069c3a4 *R/HyperparametersXGBoost.R
ffebcb5458855955ac642fe17d2f2b3b *R/Integrated_Gradients.R
d0e9663e4a29b8940eb1245c9e4c5a0e *R/InterpretableML.R
70f449f48a08c463ad8e7c6719e4d717 *R/Objects.R
4f6afa4b5ed92c3e711f0469e8424543 *R/SOBOL.R
79d44708a584d445a6de4c9bcf485aaa *R/Tuners.R
a8bda380e7407ea1a7a96e672d32c6a0 *R/check_arguments.R
da5877e5ffd3d9dfa1431b12021cfc94 *R/create_nn.R
69eb3806c68b5808b2ae786efce080e7 *R/create_rf.R
62b19d98564200a05a1f7e08aa6d6f14 *R/create_svm.R
1249ec36fb30815c930bb2347d1fcd17 *R/create_xgboost.R
1c60cd12cea48b933cfe94cf049b0d10 *R/evaluate_model.R
7335a514f7e25b224ecd80f4418c5ef4 *R/fine_tuning.R
66e9984e7156ea437e75de256bdee555 *R/graph_nn.R
1129e745c83ed02aeb17e42264455387 *R/metrics.R
23c2c7c7fa8a9f5d961baaabb165ead2 *R/model_creation.R
3159742bfeeb29df776a0650b7a98505 *R/olden_method.R
3f1c0e742b32ff1b4c85c241b814cc93 *R/permutation_feature_importance.R
a51785da4bca69299d8ab9a63ad5dcd4 *R/plotting_utils.R
a6cce8d16f0cdb9a6f091f159d1f514a *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
89242937335e6e624f4c6b972d4db60c *R/sim_data.R
4f0e195aaf78962f9134de529c830fc7 *R/summary.AnalysisObject.R
acd2a5f5dfac00680b90d4141869b446 *R/table_utils.R
5305b318dc8296d089eedb487faba1bf *R/utils-pipe.R
bc97cdceddcfece545f3b2c531c8ca77 *R/zzz.R
cfaa0ccd76a58368db84c77445e2005e *README.md
b35f09211dea7bc946f73ed1479cf25e *data/sim_data.rda
5f488da24aceadef4fa4f9ac90a6a045 *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
4710fe77676891c77f9afd517139a036 *man/fine_tuning.Rd
8f4aad003a999fae004ba9361f9a99d6 *man/pipe.Rd
0d2342258fa7c2ccc1c91f13ddd39281 *man/plot_calibration_curve.Rd
dff1b47e17dc5d94dca4dfdd938fbeeb *man/plot_confusion_matrix.Rd
ce0afab8a4be53b276fb8d304d83c4c8 *man/plot_distribution_by_class.Rd
5f9c62567eb975b20ad2d7d1134b1685 *man/plot_gain_curve.Rd
1de4331893826001c9039048f35e8ced *man/plot_graph_nn.Rd
04f93f918f7bc0b04480a6ec33c0ee2d *man/plot_integrated_gradients.Rd
52c26af9c6a25c863f5fd982007c8550 *man/plot_lift_curve.Rd
bb3076b11969cfaedd41f94e756d10f6 *man/plot_loss_curve.Rd
35a61d401b29b5ea39311b9d0b469e4b *man/plot_olden.Rd
436e1b48f5eca51f49ad493a3137041f *man/plot_pfi.Rd
a74071e07585611e02e6dc6465b58aaa *man/plot_pr_curve.Rd
bd3b1b6564569376c830e23a166a6f37 *man/plot_residuals_distribution.Rd
9a0501cb3aa2176a402f646eda3f13d2 *man/plot_roc_curve.Rd
4a69fd25ad9d20ba9710032c70799055 *man/plot_scatter_predictions.Rd
1ae3a5889d86473f0186efd1088f050f *man/plot_scatter_residuals.Rd
06738a29cbf38c2fe0a03c52604e86d6 *man/plot_shap.Rd
44ebecff220a763ec0f30065853f5eee *man/plot_sobol_jansen.Rd
cad25ad91a46777a0cc8fbb4bb7d9bc2 *man/plot_tuning_results.Rd
87def63654fa64034d6c4e036382d77e *man/preprocessing.Rd
683a0dfc06b0412d54246efb6db45f4b *man/sensitivity_analysis.Rd
9d8f6b789cdc190f53f7509fba931002 *man/sim_data.Rd
1325161ac9f996f4305c2d83d3bcc306 *man/table_best_hyperparameters.Rd
84ff83bf70f4442bbdf38858ca89658b *man/table_evaluation_results.Rd
76706d678bb7b63bc0a876086be8a9a7 *man/table_integrated_gradients_results.Rd
c195ea4531c9abba71f1e55411c224ec *man/table_olden_results.Rd
34fb4d258e74af197cdad3abaaccc171 *man/table_pfi_results.Rd
c1374b4f6b57b504636701d5cd1b82cd *man/table_shap_results.Rd
90e460799b088202c96ee6abeb4f381d *man/table_sobol_jansen_results.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
8afa54eb071d175f942a390e94e54d3f *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
