├── .gitignore ├── experiment_specs ├── additional_exps │ ├── ann_data_efficiency.csv │ ├── ann_depth_constant_width_layers.csv │ ├── ann_depth_shrinking_layers.csv │ ├── lstm_time_steps.csv │ ├── semi_sup_perf_ae_ann.csv │ ├── semi_sup_perf_ann.csv │ ├── semi_sup_perf_dbn.csv │ ├── statistical_tests.csv │ ├── test_time.csv │ └── training_time │ │ ├── train_time_ae_ann.csv │ │ ├── train_time_ann.csv │ │ ├── train_time_dbn.csv │ │ ├── train_time_lstm.csv │ │ └── train_time_rf.csv ├── selected_model_tests │ ├── selected_ae_ann.csv │ ├── selected_ann.csv │ ├── selected_dbn.csv │ ├── selected_lstm.csv │ └── selected_rf.csv └── tuning_exps │ ├── ae_ann_experiments.csv │ ├── ann_experiments.csv │ ├── dbn_experiments.csv │ ├── lstm_experiments.csv │ └── rf_experiments.csv ├── keras_callbacks.py ├── models ├── __init__.py ├── ae.py ├── ae_ann.py ├── ann.py ├── dbn.py ├── lstm.py └── rf.py ├── paper_results ├── final_experiments │ ├── additional_exps_new_set │ │ ├── results_additional_exps_ann_data_efficiency │ │ │ ├── ann_data_efficiency.out │ │ │ ├── ann_data_efficiency_ids17_p10 │ │ │ │ ├── ann_data_efficiency_ids17_p10_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids17_p100 │ │ │ │ ├── ann_data_efficiency_ids17_p100_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids17_p20 │ │ │ │ ├── ann_data_efficiency_ids17_p20_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids17_p30 │ │ │ │ ├── ann_data_efficiency_ids17_p30_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids17_p40 │ │ │ │ ├── ann_data_efficiency_ids17_p40_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids17_p50 │ │ │ │ ├── ann_data_efficiency_ids17_p50_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids17_p60 │ │ │ │ ├── ann_data_efficiency_ids17_p60_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids17_p70 │ │ │ │ ├── ann_data_efficiency_ids17_p70_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids17_p80 │ │ │ │ ├── ann_data_efficiency_ids17_p80_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids17_p90 │ │ │ │ ├── ann_data_efficiency_ids17_p90_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids18_p10 │ │ │ │ ├── ann_data_efficiency_ids18_p10_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids18_p100 │ │ │ │ ├── ann_data_efficiency_ids18_p100_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids18_p20 │ │ │ │ ├── ann_data_efficiency_ids18_p20_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids18_p30 │ │ │ │ ├── ann_data_efficiency_ids18_p30_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids18_p40 │ │ │ │ ├── ann_data_efficiency_ids18_p40_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids18_p50 │ │ │ │ ├── ann_data_efficiency_ids18_p50_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids18_p60 │ │ │ │ ├── ann_data_efficiency_ids18_p60_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids18_p70 │ │ │ │ ├── ann_data_efficiency_ids18_p70_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids18_p80 │ │ │ │ ├── ann_data_efficiency_ids18_p80_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids18_p90 │ │ │ │ ├── ann_data_efficiency_ids18_p90_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_nsl_p10 │ │ │ │ ├── ann_data_efficiency_nsl_p10_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_nsl_p100 │ │ │ │ ├── ann_data_efficiency_nsl_p100_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_nsl_p20 │ │ │ │ ├── ann_data_efficiency_nsl_p20_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_nsl_p30 │ │ │ │ ├── ann_data_efficiency_nsl_p30_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_nsl_p40 │ │ │ │ ├── ann_data_efficiency_nsl_p40_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_nsl_p50 │ │ │ │ ├── ann_data_efficiency_nsl_p50_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_nsl_p60 │ │ │ │ ├── ann_data_efficiency_nsl_p60_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_nsl_p70 │ │ │ │ ├── ann_data_efficiency_nsl_p70_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_nsl_p80 │ │ │ │ ├── ann_data_efficiency_nsl_p80_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── ann_data_efficiency_nsl_p90 │ │ │ │ ├── ann_data_efficiency_nsl_p90_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ ├── results_additional_exps_ann_data_efficiency_ids17_p10_p100 │ │ │ ├── ann_data_efficiency_ids17_p10 │ │ │ │ ├── ann_data_efficiency_ids17_p10_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_data_efficiency_ids17_p100 │ │ │ │ ├── ann_data_efficiency_ids17_p100_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── run.out │ │ ├── results_additional_exps_ann_depth_same_width │ │ │ ├── ann_depth_ids17.out │ │ │ ├── ann_depth_ids17_layers_1 │ │ │ │ ├── ann_depth_ids17_layers_1_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_10 │ │ │ │ ├── ann_depth_ids17_layers_10_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_2 │ │ │ │ ├── ann_depth_ids17_layers_2_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_3 │ │ │ │ ├── ann_depth_ids17_layers_3_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_4 │ │ │ │ ├── ann_depth_ids17_layers_4_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_5 │ │ │ │ ├── ann_depth_ids17_layers_5_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_6 │ │ │ │ ├── ann_depth_ids17_layers_6_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_7 │ │ │ │ ├── ann_depth_ids17_layers_7_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_8 │ │ │ │ ├── ann_depth_ids17_layers_8_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_9 │ │ │ │ ├── ann_depth_ids17_layers_9_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset.out │ │ │ ├── ann_depth_ids18_subset_layers_1 │ │ │ │ ├── ann_depth_ids18_subset_layers_1_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_10 │ │ │ │ ├── ann_depth_ids18_subset_layers_10_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_2 │ │ │ │ ├── ann_depth_ids18_subset_layers_2_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_3 │ │ │ │ ├── ann_depth_ids18_subset_layers_3_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_4 │ │ │ │ ├── ann_depth_ids18_subset_layers_4_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_5 │ │ │ │ ├── ann_depth_ids18_subset_layers_5_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_6 │ │ │ │ ├── ann_depth_ids18_subset_layers_6_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_7 │ │ │ │ ├── ann_depth_ids18_subset_layers_7_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_8 │ │ │ │ ├── ann_depth_ids18_subset_layers_8_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_9 │ │ │ │ ├── ann_depth_ids18_subset_layers_9_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl.out │ │ │ ├── ann_depth_nsl_layers_1 │ │ │ │ ├── ann_depth_nsl_layers_1_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_10 │ │ │ │ ├── ann_depth_nsl_layers_10_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_2 │ │ │ │ ├── ann_depth_nsl_layers_2_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_3 │ │ │ │ ├── ann_depth_nsl_layers_3_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_4 │ │ │ │ ├── ann_depth_nsl_layers_4_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_5 │ │ │ │ ├── ann_depth_nsl_layers_5_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_6 │ │ │ │ ├── ann_depth_nsl_layers_6_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_7 │ │ │ │ ├── ann_depth_nsl_layers_7_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_8 │ │ │ │ ├── ann_depth_nsl_layers_8_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── ann_depth_nsl_layers_9 │ │ │ │ ├── ann_depth_nsl_layers_9_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ ├── results_additional_exps_ann_depth_shrinking_layers │ │ │ ├── ann_depth.out │ │ │ ├── ann_depth_ids17_layers_1 │ │ │ │ ├── ann_depth_ids17_layers_1_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_10 │ │ │ │ ├── ann_depth_ids17_layers_10_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_2 │ │ │ │ ├── ann_depth_ids17_layers_2_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_3 │ │ │ │ ├── ann_depth_ids17_layers_3_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_4 │ │ │ │ ├── ann_depth_ids17_layers_4_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_5 │ │ │ │ ├── ann_depth_ids17_layers_5_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_6 │ │ │ │ ├── ann_depth_ids17_layers_6_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_7 │ │ │ │ ├── ann_depth_ids17_layers_7_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_8 │ │ │ │ ├── ann_depth_ids17_layers_8_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_layers_9 │ │ │ │ ├── ann_depth_ids17_layers_9_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_shallow.out │ │ │ ├── ann_depth_ids17_shallow_21 │ │ │ │ ├── ann_depth_ids17_shallow_21_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_shallow_22 │ │ │ │ ├── ann_depth_ids17_shallow_22_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids17_shallow_23 │ │ │ │ ├── ann_depth_ids17_shallow_23_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_1 │ │ │ │ ├── ann_depth_ids18_subset_layers_1_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_10 │ │ │ │ ├── ann_depth_ids18_subset_layers_10_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_11 │ │ │ │ └── run_log.log │ │ │ ├── ann_depth_ids18_subset_layers_2 │ │ │ │ ├── ann_depth_ids18_subset_layers_2_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_3 │ │ │ │ ├── ann_depth_ids18_subset_layers_3_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_4 │ │ │ │ ├── ann_depth_ids18_subset_layers_4_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_5 │ │ │ │ ├── ann_depth_ids18_subset_layers_5_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_6 │ │ │ │ ├── ann_depth_ids18_subset_layers_6_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_7 │ │ │ │ ├── ann_depth_ids18_subset_layers_7_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_8 │ │ │ │ ├── ann_depth_ids18_subset_layers_8_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_layers_9 │ │ │ │ ├── ann_depth_ids18_subset_layers_9_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_shallow.out │ │ │ ├── ann_depth_ids18_subset_shallow_21 │ │ │ │ ├── ann_depth_ids18_subset_shallow_21_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_shallow_22 │ │ │ │ ├── ann_depth_ids18_subset_shallow_22_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_ids18_subset_shallow_23 │ │ │ │ ├── ann_depth_ids18_subset_shallow_23_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_1 │ │ │ │ ├── ann_depth_nsl_layers_1_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_10 │ │ │ │ ├── ann_depth_nsl_layers_10_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_2 │ │ │ │ ├── ann_depth_nsl_layers_2_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_21 │ │ │ │ ├── ann_depth_nsl_layers_21_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_22 │ │ │ │ ├── ann_depth_nsl_layers_22_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_23 │ │ │ │ ├── ann_depth_nsl_layers_23_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_3 │ │ │ │ ├── ann_depth_nsl_layers_3_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_4 │ │ │ │ ├── ann_depth_nsl_layers_4_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_5 │ │ │ │ ├── ann_depth_nsl_layers_5_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_6 │ │ │ │ ├── ann_depth_nsl_layers_6_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_7 │ │ │ │ ├── ann_depth_nsl_layers_7_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_8 │ │ │ │ ├── ann_depth_nsl_layers_8_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_layers_9 │ │ │ │ ├── ann_depth_nsl_layers_9_results.xlsx │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── ann_depth_nsl_shallow.out │ │ │ └── results_xlsx │ │ │ │ ├── ann_depth_ids17_layers_10_results.xlsx │ │ │ │ ├── ann_depth_ids17_layers_1_results.xlsx │ │ │ │ ├── ann_depth_ids17_layers_2_results.xlsx │ │ │ │ ├── ann_depth_ids17_layers_3_results.xlsx │ │ │ │ ├── ann_depth_ids17_layers_4_results.xlsx │ │ │ │ ├── ann_depth_ids17_layers_5_results.xlsx │ │ │ │ ├── ann_depth_ids17_layers_6_results.xlsx │ │ │ │ ├── ann_depth_ids17_layers_7_results.xlsx │ │ │ │ ├── ann_depth_ids17_layers_8_results.xlsx │ │ │ │ ├── ann_depth_ids17_layers_9_results.xlsx │ │ │ │ ├── ann_depth_ids18_subset_layers_10_results.xlsx │ │ │ │ ├── ann_depth_ids18_subset_layers_1_results.xlsx │ │ │ │ ├── ann_depth_ids18_subset_layers_2_results.xlsx │ │ │ │ ├── ann_depth_ids18_subset_layers_3_results.xlsx │ │ │ │ ├── ann_depth_ids18_subset_layers_4_results.xlsx │ │ │ │ ├── ann_depth_ids18_subset_layers_5_results.xlsx │ │ │ │ ├── ann_depth_ids18_subset_layers_6_results.xlsx │ │ │ │ ├── ann_depth_ids18_subset_layers_7_results.xlsx │ │ │ │ ├── ann_depth_ids18_subset_layers_8_results.xlsx │ │ │ │ ├── ann_depth_ids18_subset_layers_9_results.xlsx │ │ │ │ ├── ann_depth_nsl_layers_10_results.xlsx │ │ │ │ ├── ann_depth_nsl_layers_1_results.xlsx │ │ │ │ ├── ann_depth_nsl_layers_2_results.xlsx │ │ │ │ ├── ann_depth_nsl_layers_3_results.xlsx │ │ │ │ ├── ann_depth_nsl_layers_4_results.xlsx │ │ │ │ ├── ann_depth_nsl_layers_5_results.xlsx │ │ │ │ ├── ann_depth_nsl_layers_6_results.xlsx │ │ │ │ ├── ann_depth_nsl_layers_7_results.xlsx │ │ │ │ ├── ann_depth_nsl_layers_8_results.xlsx │ │ │ │ └── ann_depth_nsl_layers_9_results.xlsx │ │ ├── results_additional_exps_inference_time │ │ │ ├── test_1 │ │ │ │ └── run_log.log │ │ │ ├── test_10 │ │ │ │ └── run_log.log │ │ │ ├── test_11 │ │ │ │ └── run_log.log │ │ │ ├── test_12 │ │ │ │ └── run_log.log │ │ │ ├── test_13 │ │ │ │ └── run_log.log │ │ │ ├── test_14 │ │ │ │ └── run_log.log │ │ │ ├── test_15 │ │ │ │ └── run_log.log │ │ │ ├── test_16 │ │ │ │ └── run_log.log │ │ │ ├── test_17 │ │ │ │ └── run_log.log │ │ │ ├── test_18 │ │ │ │ └── run_log.log │ │ │ ├── test_19 │ │ │ │ └── run_log.log │ │ │ ├── test_2 │ │ │ │ └── run_log.log │ │ │ ├── test_20 │ │ │ │ └── run_log.log │ │ │ ├── test_21 │ │ │ │ └── run_log.log │ │ │ ├── test_22 │ │ │ │ └── run_log.log │ │ │ ├── test_23 │ │ │ │ └── run_log.log │ │ │ ├── test_24 │ │ │ │ └── run_log.log │ │ │ ├── test_25 │ │ │ │ └── run_log.log │ │ │ ├── test_26 │ │ │ │ └── run_log.log │ │ │ ├── test_27 │ │ │ │ └── run_log.log │ │ │ ├── test_28 │ │ │ │ └── run_log.log │ │ │ ├── test_29 │ │ │ │ └── run_log.log │ │ │ ├── test_3 │ │ │ │ └── run_log.log │ │ │ ├── test_30 │ │ │ │ └── run_log.log │ │ │ ├── test_31 │ │ │ │ └── run_log.log │ │ │ ├── test_32 │ │ │ │ └── run_log.log │ │ │ ├── test_33 │ │ │ │ └── run_log.log │ │ │ ├── test_34 │ │ │ │ └── run_log.log │ │ │ ├── test_35 │ │ │ │ └── run_log.log │ │ │ ├── test_36 │ │ │ │ └── run_log.log │ │ │ ├── test_4 │ │ │ │ └── run_log.log │ │ │ ├── test_5 │ │ │ │ └── run_log.log │ │ │ ├── test_6 │ │ │ │ └── run_log.log │ │ │ ├── test_7 │ │ │ │ └── run_log.log │ │ │ ├── test_8 │ │ │ │ └── run_log.log │ │ │ ├── test_9 │ │ │ │ └── run_log.log │ │ │ └── test_time.out │ │ ├── results_additional_exps_semi_sup_75p │ │ │ ├── semi_sup_perf_ae_ann.out │ │ │ ├── semi_sup_perf_ann.out │ │ │ ├── semi_sup_perf_dbn.out │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_dbn_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_dbn_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_dbn_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_dbn_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_dbn_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_dbn_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_dbn_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_dbn_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_dbn_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_dbn_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── semi_sup_perf_nsl_dbn_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_dbn_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ ├── results_additional_semi_sup_perf_50p │ │ │ ├── semi_sup_perf_ae_ann.out │ │ │ ├── semi_sup_perf_ann.out │ │ │ ├── semi_sup_perf_dbn.out │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ae_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_dbn_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_dbn_rep1_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_dbn_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_dbn_rep2_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids17_dbn_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids17_dbn_rep3_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ae_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep1_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep2_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_ids18_subset_dbn_rep3_results.xlsx │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ae_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ann_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ann_rep1_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ann_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ann_rep2_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_ann_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_ann_rep3_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_dbn_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_dbn_rep1_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── semi_sup_perf_nsl_dbn_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_dbn_rep2_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── semi_sup_perf_nsl_dbn_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── semi_sup_perf_nsl_dbn_rep3_results.xlsx │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ └── results_additional_training_time │ │ │ ├── results_additional_exps_ae_ann_deep_training_time │ │ │ ├── train_time_ae_ann_deep.out │ │ │ ├── train_time_ids17_ae_ann_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_ae_ann_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_ae_ann_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ae_ann_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ae_ann_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ae_ann_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ae_ann_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ae_ann_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ae_ann_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_ae_ann_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_ae_ann_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── train_time_nsl_ae_ann_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── results_additional_exps_ae_ann_shallow_training_time │ │ │ ├── train_time_ae_ann_shallow.out │ │ │ ├── train_time_ids17_ae_ann_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_ae_ann_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_ae_ann_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ae_ann_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ae_ann_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ae_ann_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ae_ann_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ae_ann_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ae_ann_shallow_rep3 │ │ │ │ └── run_log.log │ │ │ ├── train_time_nsl_ae_ann_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_ae_ann_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── train_time_nsl_ae_ann_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── results_additional_exps_ann_deep_training_time │ │ │ ├── train_time_ann_deep.out │ │ │ ├── train_time_ids18_subset_ann_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ann_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ann_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids2017_ann_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids2017_ann_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids2017_ann_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ann_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ann_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ann_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_ann_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_ann_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── train_time_nsl_ann_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── results_additional_exps_ann_shallow_training_time │ │ │ ├── train_time_ann_shallow.out │ │ │ ├── train_time_ann_shallow_kdd99.out │ │ │ ├── train_time_ids17_ann_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_ann_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_ann_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ann_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ann_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_ann_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ann_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ann_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_ann_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_ann_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_ann_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── train_time_nsl_ann_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── results_additional_exps_dbn_deep_training_time │ │ │ ├── train_time_dbn_deep.out │ │ │ ├── train_time_ids17_dbn_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_dbn_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_dbn_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_dbn_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_dbn_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_dbn_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_dbn_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_dbn_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_dbn_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_dbn_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_dbn_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── train_time_nsl_dbn_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── results_additional_exps_dbn_shallow_training_time │ │ │ ├── train_time_dbn_shallow.out │ │ │ ├── train_time_dbn_shallow_kdd99.out │ │ │ ├── train_time_ids17_dbn_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_dbn_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_dbn_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_dbn_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_dbn_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_dbn_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_dbn_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_dbn_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_dbn_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_dbn_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_dbn_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── train_time_nsl_dbn_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── results_additional_exps_lstm_deep_training_time │ │ │ ├── train_time_ids17_lstm_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_lstm_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_lstm_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_lstm_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_lstm_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_lstm_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_lstm_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_lstm_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_lstm_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_lstm_deep.out │ │ │ ├── train_time_nsl_lstm_deep_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_lstm_deep_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── train_time_nsl_lstm_deep_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── results_additional_exps_lstm_shallow_training_time │ │ │ ├── train_time_ids17_lstm_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_lstm_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids17_lstm_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_lstm_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_lstm_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_ids18_subset_lstm_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_lstm_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_lstm_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_kdd99_lstm_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_lstm_shallow.out │ │ │ ├── train_time_nsl_lstm_shallow_rep1 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ ├── train_time_nsl_lstm_shallow_rep2 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── train_time_nsl_lstm_shallow_rep3 │ │ │ │ ├── run_log.log │ │ │ │ ├── training_error_history.csv │ │ │ │ ├── training_error_history.png │ │ │ │ └── training_f1_history.png │ │ │ └── rf_training_time │ │ │ └── copy_of_selected_rf.out │ └── selected_models_reps │ │ ├── results_selected_models_ae_deep │ │ ├── selected_ae_ann_deep.out │ │ ├── selected_ids17_ae_ann_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_ae_ann_deep_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_ae_ann_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_ae_ann_deep_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_ae_ann_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_ae_ann_deep_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_ae_ann_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_ae_ann_deep_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_ae_ann_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_ae_ann_deep_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ae_ann_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ae_ann_deep_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ae_ann_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ae_ann_deep_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ae_ann_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ae_ann_deep_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ae_ann_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ae_ann_deep_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ae_ann_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ae_ann_deep_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ae_ann_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ae_ann_deep_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ae_ann_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ae_ann_deep_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ae_ann_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ae_ann_deep_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ae_ann_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ae_ann_deep_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ae_ann_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ae_ann_deep_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ae_ann_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ae_ann_deep_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ae_ann_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ae_ann_deep_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ae_ann_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ae_ann_deep_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ae_ann_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ae_ann_deep_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ └── selected_nsl_ae_ann_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ae_ann_deep_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── results_selected_models_ann_ae_shallow │ │ ├── selected_ae_ann.out │ │ ├── selected_ids17_ae_ann_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_ae_ann_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_ae_ann_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_ae_ann_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_ae_ann_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_ae_ann_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_ae_ann_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_ae_ann_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_ae_ann_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_ae_ann_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ae_ann_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ae_ann_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ae_ann_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ae_ann_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ae_ann_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ae_ann_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ae_ann_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ae_ann_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ae_ann_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ae_ann_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ae_ann_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ae_ann_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ae_ann_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ae_ann_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ae_ann_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ae_ann_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ae_ann_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ae_ann_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ae_ann_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ae_ann_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ae_ann_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ae_ann_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ae_ann_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ae_ann_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ae_ann_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ae_ann_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ae_ann_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ae_ann_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ └── selected_nsl_ae_ann_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ae_ann_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── results_selected_models_ann_deep │ │ ├── selected_ann_deep.out │ │ ├── selected_ids18_subset_ann_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ann_deep_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ann_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ann_deep_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ann_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ann_deep_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ann_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ann_deep_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ann_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ann_deep_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids2017_ann_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids2017_ann_deep_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids2017_ann_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids2017_ann_deep_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids2017_ann_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids2017_ann_deep_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids2017_ann_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids2017_ann_deep_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids2017_ann_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids2017_ann_deep_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ann_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ann_deep_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ann_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ann_deep_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ann_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ann_deep_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ann_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ann_deep_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ann_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ann_deep_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ann_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ann_deep_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ann_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ann_deep_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ann_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ann_deep_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ann_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ann_deep_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ └── selected_nsl_ann_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ann_deep_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── results_selected_models_ann_shallow │ │ ├── selected_ann_shallow.out │ │ ├── selected_ids18_subset_ann_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ann_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ann_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ann_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ann_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ann_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ann_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ann_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_ann_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_ann_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids2017_ann_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids2017_ann_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids2017_ann_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids2017_ann_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids2017_ann_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids2017_ann_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids2017_ann_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids2017_ann_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids2017_ann_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids2017_ann_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ann_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ann_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ann_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ann_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ann_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ann_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ann_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ann_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_ann_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_ann_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ann_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ann_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ann_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ann_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ann_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ann_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_ann_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ann_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ └── selected_nsl_ann_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_ann_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── results_selected_models_dbn_deep │ │ ├── selected_dbn_deep.out │ │ ├── selected_ids17_dbn_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_dbn_deep_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_dbn_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_dbn_deep_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_dbn_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_dbn_deep_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_dbn_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_dbn_deep_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_dbn_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_dbn_deep_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_dbn_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_dbn_deep_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_dbn_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_dbn_deep_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_dbn_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_dbn_deep_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_dbn_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_dbn_deep_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_dbn_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_dbn_deep_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_dbn_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_dbn_deep_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_dbn_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_dbn_deep_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_dbn_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_dbn_deep_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_dbn_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_dbn_deep_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_dbn_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_dbn_deep_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_dbn_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_dbn_deep_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_dbn_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_dbn_deep_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_dbn_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_dbn_deep_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_dbn_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_dbn_deep_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ └── selected_nsl_dbn_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_dbn_deep_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── results_selected_models_dbn_shallow │ │ ├── selected_dbn_shallow.out │ │ ├── selected_ids17_dbn_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_dbn_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_dbn_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_dbn_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_dbn_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_dbn_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_dbn_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_dbn_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_dbn_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_dbn_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_dbn_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_dbn_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_dbn_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_dbn_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_dbn_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_dbn_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_dbn_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_dbn_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_dbn_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_dbn_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_dbn_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_dbn_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_dbn_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_dbn_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_dbn_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_dbn_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_dbn_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_dbn_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_dbn_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_dbn_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_dbn_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_dbn_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_dbn_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_dbn_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_dbn_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_dbn_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_dbn_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_dbn_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ └── selected_nsl_dbn_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_dbn_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── results_selected_models_lstm_deep │ │ ├── selected_ids17_lstm_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_lstm_deep_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_lstm_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_lstm_deep_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_lstm_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_lstm_deep_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_lstm_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_lstm_deep_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_lstm_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_lstm_deep_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_lstm_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_lstm_deep_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_lstm_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_lstm_deep_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_lstm_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_lstm_deep_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_lstm_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_lstm_deep_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_lstm_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_lstm_deep_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_lstm_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_lstm_deep_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_lstm_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_lstm_deep_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_lstm_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_lstm_deep_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_lstm_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_lstm_deep_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_lstm_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_lstm_deep_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_lstm_deep.out │ │ ├── selected_nsl_lstm_deep_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_lstm_deep_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_lstm_deep_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_lstm_deep_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_lstm_deep_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_lstm_deep_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_lstm_deep_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_lstm_deep_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ └── selected_nsl_lstm_deep_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_lstm_deep_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── results_selected_models_lstm_shallow │ │ ├── selected_ids17_lstm_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_lstm_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_lstm_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_lstm_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_lstm_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_lstm_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_lstm_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_lstm_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids17_lstm_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids17_lstm_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_lstm_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_lstm_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_lstm_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_lstm_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_lstm_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_lstm_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_lstm_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_lstm_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_ids18_subset_lstm_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_ids18_subset_lstm_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_lstm_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_lstm_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_lstm_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_lstm_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_lstm_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_lstm_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_lstm_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_lstm_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_kdd99_lstm_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_kdd99_lstm_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_lstm_shallow.out │ │ ├── selected_nsl_lstm_shallow_rep1 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_lstm_shallow_rep1_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_lstm_shallow_rep2 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_lstm_shallow_rep2_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_lstm_shallow_rep3 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_lstm_shallow_rep3_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ ├── selected_nsl_lstm_shallow_rep4 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_lstm_shallow_rep4_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ └── selected_nsl_lstm_shallow_rep5 │ │ │ ├── run_log.log │ │ │ ├── selected_nsl_lstm_shallow_rep5_results.xlsx │ │ │ ├── training_error_history.csv │ │ │ ├── training_error_history.png │ │ │ └── training_f1_history.png │ │ └── results_selected_models_rf │ │ ├── selected_ids17_rf_1 │ │ ├── run_log.log │ │ └── selected_ids17_rf_1_results.xlsx │ │ ├── selected_ids17_rf_2 │ │ ├── run_log.log │ │ └── selected_ids17_rf_2_results.xlsx │ │ ├── selected_ids17_rf_3 │ │ ├── run_log.log │ │ └── selected_ids17_rf_3_results.xlsx │ │ ├── selected_ids17_rf_4 │ │ ├── run_log.log │ │ └── selected_ids17_rf_4_results.xlsx │ │ ├── selected_ids17_rf_5 │ │ ├── run_log.log │ │ └── selected_ids17_rf_5_results.xlsx │ │ ├── selected_ids18_subset_rf_1 │ │ ├── run_log.log │ │ └── selected_ids18_subset_rf_1_results.xlsx │ │ ├── selected_ids18_subset_rf_2 │ │ ├── run_log.log │ │ └── selected_ids18_subset_rf_2_results.xlsx │ │ ├── selected_ids18_subset_rf_3 │ │ ├── run_log.log │ │ └── selected_ids18_subset_rf_3_results.xlsx │ │ ├── selected_ids18_subset_rf_4 │ │ ├── run_log.log │ │ └── selected_ids18_subset_rf_4_results.xlsx │ │ ├── selected_ids18_subset_rf_5 │ │ ├── run_log.log │ │ └── selected_ids18_subset_rf_5_results.xlsx │ │ ├── selected_kdd99_rf_1 │ │ └── run_log.log │ │ ├── selected_kdd99_rf_2 │ │ ├── run_log.log │ │ └── selected_kdd99_rf_2_results.xlsx │ │ ├── selected_kdd99_rf_3 │ │ ├── run_log.log │ │ └── selected_kdd99_rf_3_results.xlsx │ │ ├── selected_kdd99_rf_4 │ │ ├── run_log.log │ │ └── selected_kdd99_rf_4_results.xlsx │ │ ├── selected_kdd99_rf_5 │ │ ├── run_log.log │ │ └── selected_kdd99_rf_5_results.xlsx │ │ ├── selected_nsl_rf_1 │ │ ├── run_log.log │ │ └── selected_nsl_rf_1_results.xlsx │ │ ├── selected_nsl_rf_2 │ │ ├── run_log.log │ │ └── selected_nsl_rf_2_results.xlsx │ │ ├── selected_nsl_rf_3 │ │ ├── run_log.log │ │ └── selected_nsl_rf_3_results.xlsx │ │ ├── selected_nsl_rf_4 │ │ ├── run_log.log │ │ └── selected_nsl_rf_4_results.xlsx │ │ ├── selected_nsl_rf_5 │ │ ├── run_log.log │ │ └── selected_nsl_rf_5_results.xlsx │ │ └── selected_rf.out └── revision_experiments_ids2018 │ └── selected_models_reps │ ├── selected_ae_ann_deep.log │ ├── selected_ae_ann_shallow.log │ ├── selected_ann_deep.log │ ├── selected_ann_shallow.log │ ├── selected_dbn_deep.log │ ├── selected_dbn_shallow.log │ ├── selected_ids18_full_ae_ann_deep_rep1 │ ├── run_log.log │ ├── selected_ids18_full_ae_ann_deep_rep1_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ae_ann_deep_rep2 │ ├── run_log.log │ ├── selected_ids18_full_ae_ann_deep_rep2_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ae_ann_deep_rep3 │ ├── run_log.log │ ├── selected_ids18_full_ae_ann_deep_rep3_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ae_ann_deep_rep4 │ ├── run_log.log │ ├── selected_ids18_full_ae_ann_deep_rep4_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ae_ann_shallow_rep1 │ ├── run_log.log │ ├── selected_ids18_full_ae_ann_shallow_rep1_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ae_ann_shallow_rep2 │ ├── run_log.log │ ├── selected_ids18_full_ae_ann_shallow_rep2_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ae_ann_shallow_rep3 │ ├── run_log.log │ ├── selected_ids18_full_ae_ann_shallow_rep3_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ae_ann_shallow_rep4 │ ├── run_log.log │ ├── selected_ids18_full_ae_ann_shallow_rep4_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ann_deep_rep1 │ ├── run_log.log │ ├── selected_ids18_full_ann_deep_rep1_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ann_deep_rep2 │ ├── run_log.log │ ├── selected_ids18_full_ann_deep_rep2_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ann_deep_rep3 │ ├── run_log.log │ ├── selected_ids18_full_ann_deep_rep3_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ann_deep_rep4 │ ├── run_log.log │ ├── selected_ids18_full_ann_deep_rep4_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ann_shallow_rep1 │ ├── run_log.log │ ├── selected_ids18_full_ann_shallow_rep1_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ann_shallow_rep2 │ ├── run_log.log │ ├── selected_ids18_full_ann_shallow_rep2_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ann_shallow_rep3 │ ├── run_log.log │ ├── selected_ids18_full_ann_shallow_rep3_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_ann_shallow_rep4 │ ├── run_log.log │ ├── selected_ids18_full_ann_shallow_rep4_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_dbn_deep_rep1 │ ├── run_log.log │ ├── selected_ids18_full_dbn_deep_rep1_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_dbn_deep_rep2 │ ├── run_log.log │ ├── selected_ids18_full_dbn_deep_rep2_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_dbn_deep_rep3 │ ├── run_log.log │ ├── selected_ids18_full_dbn_deep_rep3_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_dbn_deep_rep4 │ ├── run_log.log │ ├── selected_ids18_full_dbn_deep_rep4_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_dbn_shallow_rep1 │ ├── run_log.log │ ├── selected_ids18_full_dbn_shallow_rep1_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_dbn_shallow_rep2 │ ├── run_log.log │ ├── selected_ids18_full_dbn_shallow_rep2_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_dbn_shallow_rep3 │ ├── run_log.log │ ├── selected_ids18_full_dbn_shallow_rep3_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_dbn_shallow_rep4 │ ├── run_log.log │ ├── selected_ids18_full_dbn_shallow_rep4_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_lstm_deep_rep1 │ ├── run_log.log │ ├── selected_ids18_full_lstm_deep_rep1_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_lstm_deep_rep2 │ ├── run_log.log │ ├── selected_ids18_full_lstm_deep_rep2_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_lstm_deep_rep3 │ ├── run_log.log │ ├── selected_ids18_full_lstm_deep_rep3_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_lstm_deep_rep4 │ ├── run_log.log │ ├── selected_ids18_full_lstm_deep_rep4_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_lstm_shallow_rep1 │ ├── run_log.log │ ├── selected_ids18_full_lstm_shallow_rep1_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_lstm_shallow_rep2 │ ├── run_log.log │ ├── selected_ids18_full_lstm_shallow_rep2_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_lstm_shallow_rep3 │ ├── run_log.log │ ├── selected_ids18_full_lstm_shallow_rep3_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_lstm_shallow_rep4 │ ├── run_log.log │ ├── selected_ids18_full_lstm_shallow_rep4_results.xlsx │ ├── training_error_history.csv │ └── training_error_history.png │ ├── selected_ids18_full_rf_6 │ ├── run_log.log │ └── selected_ids18_full_rf_1_results.xlsx │ ├── selected_ids18_subset_rf_1 │ ├── run_log.log │ └── selected_ids18_subset_rf_1_results.xlsx │ ├── selected_ids18_subset_rf_2 │ ├── run_log.log │ └── selected_ids18_subset_rf_2_results.xlsx │ ├── selected_ids18_subset_rf_3 │ ├── run_log.log │ └── selected_ids18_subset_rf_3_results.xlsx │ ├── selected_ids18_subset_rf_4 │ ├── run_log.log │ └── selected_ids18_subset_rf_4_results.xlsx │ ├── selected_ids18_subset_rf_5 │ ├── run_log.log │ └── selected_ids18_subset_rf_5_results.xlsx │ ├── selected_lstm.log │ └── selected_rf.log ├── prepare_data.py ├── requirements.txt ├── run_experiments.py └── utility.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sgamage2/dl_ids_survey/HEAD/.gitignore -------------------------------------------------------------------------------- /experiment_specs/additional_exps/ann_data_efficiency.csv: -------------------------------------------------------------------------------- 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