7c0a6a6b3b3a941742b9e3982d09704a *DESCRIPTION
4c3b245e33418294ca70adcef81d0da9 *NAMESPACE
2c144e8cc92ec06fca9fce1a88cf6917 *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
409f9fd740631d15f8422e1c36307b3e *R/InterpretableML.R
9a8109f490e9ef92ec8b1160940190f8 *R/Objects.R
51f1ab1c5cc72f34dd5ba1556ce0e9f1 *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
65afb0b70b58f2e760b224f1129ad053 *R/evaluate_model.R
835a7a67c21f3ef73012972d5264c52f *R/fine_tuning.R
66e9984e7156ea437e75de256bdee555 *R/graph_nn.R
6ff8115eb4570c5cfd39216684252b76 *R/metrics.R
338463b153b6ee9dfec0fa22ecdad24f *R/model_creation.R
3159742bfeeb29df776a0650b7a98505 *R/olden_method.R
3f1c0e742b32ff1b4c85c241b814cc93 *R/permutation_feature_importance.R
40d86ce0c9a32118ac276287791dfeaf *R/plotting_utils.R
a6cce8d16f0cdb9a6f091f159d1f514a *R/preprocessing.R
f6c9399b80563f3afafd347388b4a072 *R/results_binary_classification.R
e98a20580e4fd0124acbefe695f5aadb *R/results_multiclass_classification.R
7045b0588ece6d7ae32ccb8c1e89d419 *R/results_regression.R
84838dc23b3aaf8e04f0ba30a32e2bcf *R/shap_values.R
44c2c535a6228e3ea4c94dc4284ed7d6 *R/sim_data.R
4f0e195aaf78962f9134de529c830fc7 *R/summary.AnalysisObject.R
786b8b3a2309e46ab87907e2a7521f8c *R/table_utils.R
5305b318dc8296d089eedb487faba1bf *R/utils-pipe.R
bc97cdceddcfece545f3b2c531c8ca77 *R/zzz.R
43e188728de3cb898d3d81c059d49dee *README.md
b35f09211dea7bc946f73ed1479cf25e *data/sim_data.rda
77aa542221cc96fdadef396bcfc21f88 *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
3a3bef3053f06e5a78386a530051edf4 *man/fine_tuning.Rd
8f4aad003a999fae004ba9361f9a99d6 *man/pipe.Rd
14a661f347f03b770b499419bb5eb464 *man/plot_calibration_curve.Rd
7ce9ff8b08f0d5b02cac693f3bd7c3b6 *man/plot_confusion_matrix.Rd
a1d4a60fd05e2449bec187f9fe17ba44 *man/plot_distribution_by_class.Rd
79d7c569c50e0b4b8edd8eb0526d58c7 *man/plot_gain_curve.Rd
f548a925bbcc341796dd1dd337800171 *man/plot_graph_nn.Rd
e0b183330406b3517934a92e9e4873a0 *man/plot_integrated_gradients.Rd
32babf917c0e21600e882293e121d38d *man/plot_lift_curve.Rd
e7ea9b76d8b8813b76e2b55239c38a7f *man/plot_loss_curve.Rd
303494fb16c9b5ed2434273a39089a5b *man/plot_olden.Rd
f673daec119dd33a04749c9452ed55e0 *man/plot_pfi.Rd
4e03583a55d2ceb6ac08df6504af2893 *man/plot_pr_curve.Rd
6b5ddac18f5e3aa987be3a7f6d149553 *man/plot_residuals_distribution.Rd
71b293c2a95987c54531c3d546275628 *man/plot_roc_curve.Rd
500aa8fac185d93f0f25836b06093636 *man/plot_scatter_predictions.Rd
04dd3105a4fc8874138f17f120fa4fd7 *man/plot_scatter_residuals.Rd
a9200c71a7c9c84f73a7222eac79aee6 *man/plot_shap.Rd
4279a48de75fd5a2034c266d9b45702c *man/plot_sobol_jansen.Rd
e7f65c8e9eba24b4b83228c09034d5df *man/plot_tuning_results.Rd
87def63654fa64034d6c4e036382d77e *man/preprocessing.Rd
d9411f9ac21a02678ce40b2e02f20f96 *man/sensitivity_analysis.Rd
b0be9c9f4693c9b14f4d4a1bdece8e3b *man/sim_data.Rd
dbef04a7ef6010e2175e5770d8c5ffef *man/table_best_hyperparameters.Rd
a2bff782a86d31308f553f088ba0bb70 *man/table_evaluation_results.Rd
2760b9852eebec37579ff5ff84f3e581 *man/table_integrated_gradients_results.Rd
3d3e0ba38efceae30fa782f1f192d160 *man/table_olden_results.Rd
f87d6220a21f3c455ca48ae86a4a3aef *man/table_pfi_results.Rd
6ecd5ec8c3f3510062329aa1ff5e4444 *man/table_shap_results.Rd
22bf43b3429e73e516ec5b2b84c41f6e *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
