Index of /repo/EduNet-content/dev-1.9/L03/src/
../
all_train_stacking.eps 07-Jul-2023 07:26 1163202
bagging.eps 19-Jun-2023 15:15 638351
bias_variance_tradeoff.eps 19-Jun-2023 15:15 1557050
blending.eps 19-Jun-2023 15:15 3170114
bootstrap.eps 19-Jun-2023 15:15 527969
classic_machine_learning_process.eps 19-Jun-2023 15:15 1354046
compute_gini_for_another_features.eps 19-Jun-2023 15:15 1866082
compute_gini_for_binary_features.eps 19-Jun-2023 15:15 1989942
compute_impurity_decrease.eps 17-Jul-2023 15:12 1247110
cv_train_stacking.eps 07-Jul-2023 07:26 3336126
decision_tree_and_nan_values_in_data.eps 19-Jun-2023 15:15 2475310
decision_tree_for_categorical_features.eps 17-Jul-2023 15:10 902822
decision_tree_for_real_numbers.eps 19-Jun-2023 15:15 2557066
decision_tree_for_two_features.eps 19-Jun-2023 15:15 4398026
decision_tree_principle.eps 19-Jun-2023 15:15 2713178
decision_tree_regression.eps 19-Jun-2023 15:15 2010866
decision_tree_surrogate_splits.eps 19-Jul-2023 11:40 1544338
decision_trees_partitioning_space.eps 19-Jun-2023 15:15 2242894
deep_learning_process.eps 19-Jun-2023 15:15 1106034
expert_system.eps 19-Jun-2023 15:15 6110074
gb_explanation_step1.eps 19-Jun-2023 15:15 2718458
gb_explanation_step2.eps 19-Jun-2023 15:15 2744418
gradient_boosting.eps 19-Jun-2023 15:15 2526290
gradient_boosting_overfitting.eps 19-Jun-2023 15:15 2346010
high_bias.eps 19-Jun-2023 15:15 2168982
high_variance.eps 19-Jun-2023 15:15 2177174
instability_of_decision_trees.eps 19-Jun-2023 15:16 2397658
join_weak_learners.eps 19-Jun-2023 15:16 603759
lightgbm.eps 19-Jun-2023 15:16 1717326
low_bias_low_variance.eps 19-Jun-2023 15:16 2176862
low_hight_bias_variance.eps 19-Jun-2023 15:16 2098098
manual_construction_of_decision_trees.eps 12-Jul-2023 10:19 3922638
ml_dl_learning_plateau.eps 19-Jun-2023 15:16 1981402
oob_rf.eps 07-Jul-2023 07:26 2976802
prediction_systems.eps 19-Jun-2023 15:16 2508798
probability_estimation_by_decision_tree.eps 19-Jun-2023 15:16 2073090
probability_predicions_by_decision_tree.eps 12-Jul-2023 10:18 3925350
random_forest.eps 19-Jun-2023 15:16 653392
random_subspace_method.eps 19-Jun-2023 15:16 647491
regression_metrics.eps 19-Jun-2023 15:16 1643978
rsm_and_bagging.eps 19-Jun-2023 15:16 609478
shrinkage_learning_rate_for_gradient_boosting.eps 19-Jun-2023 15:16 1436902
simple_voting.eps 19-Jun-2023 15:16 620814
split_data_blending.eps 07-Jul-2023 07:26 1617798
split_data_stacking.eps 07-Jul-2023 07:26 1906890
stacking_crossvalidation.eps 19-Jun-2023 15:16 5601830
stacking_test_predictions.eps 19-Jun-2023 15:16 1853206
stacking_vs_blending.eps 19-Jun-2023 15:16 8543158
subsampling_and_max_features.eps 19-Jun-2023 15:16 3656730
summarize_predictions_of_ensemble_models.eps 19-Jun-2023 15:16 641073
test_predict_blending.eps 07-Jul-2023 07:26 1377090
test_predict_stacking.eps 07-Jul-2023 07:26 1863970
train_meta_blending.eps 07-Jul-2023 07:26 1410386
train_meta_stacking.eps 07-Jul-2023 07:26 1156614
weighted_voting.eps 19-Jun-2023 15:16 640106
why_decision_tree_powerful_method.eps 17-Jul-2023 15:36 4093690
xgboost.eps 19-Jun-2023 15:16 2420666