diff --git "a/malicious_features_combined.txt" "b/malicious_features_combined.txt"
new file mode 100644--- /dev/null
+++ "b/malicious_features_combined.txt"
@@ -0,0 +1,15342 @@
+tree
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+threshold=0.99998754262924205 4.0456557144352709e-06 0.00022280584380490002 2.3838758522742867e-07 0.99999946355819713 0.99894970655441295 19.500000000000004 15.500000000000002 0.068259380757808671 42.000000000000007 0.047905909351692456 0.17677696078431374 0.58847248576850109 2.5000000000000004 11.500000000000002 5.5000000000000009 0.38307814674885665 0.49844720496894418 2.5000000000000004 8.4614887896350421e-07 18.500000000000004 0.62470657276995312 9.5000000000000018 1.0000000180025095e-35 0.28147007042253525 0.63176169590643283 7.5000000000000009 0.05298245614035086 0.99766892194747936 0.37263814616755792
+decision_type=2 2 2 2 2 2 10 10 2 8 2 2 2 10 10 10 2 2 8 2 8 2 10 2 2 2 10 2 2 2
+left_child=1 3 -3 7 -2 8 -7 -1 9 14 -8 -12 13 19 15 -4 -16 -18 -19 -5 21 22 23 24 26 -23 27 -10 -27 -25
+right_child=4 2 5 12 -6 6 10 -9 20 -11 11 -13 -14 -15 16 -17 17 18 -20 -21 -22 25 -24 29 -26 28 -28 -29 -30 -31
+leaf_value=-0.008983691901155973 0.0050611012051825941 -0.0015479475898964408 0.00026390522913594821 -0.0067128880663595326 0.0094042824453602052 0.0045665975668443557 0.0033105462132625384 0.0083067974975613822 0.0040609594549960463 0.020472528740877554 -0.0066048578553455388 0.00096637890031647182 -0.0073250600290676237 0.00016408148668594554 0.00011869769275698497 -0.0031944601121459658 -0.0019877660581774795 -4.7117088180714375e-05 -0.0024419140868611401 -0.0036122595441836296 0.00016745222520380345 -0.01259359934503129 0.0036434371541041854 -0.0021394861583920138 0.0044555961512642737 -0.0012216887626420659 -0.0065947674152159307 -0.0033279997608819723 0.0082539720364000341 -0.011701629133246481
+leaf_weight=194.23517939948943 104.67669281794224 972.44984965422191 90.955189818050712 87.744460699148476 322.90634925680934 82.816758027533069 104.3742873694282 2.7305544132832429 29.29309931397438 1.5865747611969698 21.504358236677945 337.29889139649458 77.441990349703701 36.328323812835151 2210.6988772810437 136.130420897156 411.67741631180979 1486.8366702701896 125.65209838119335 143.25268363457872 6636.4201460322365 7.7645902372896662 200.78633903618902 29.642698512412608 79.858239365741611 109.28907943889499 23.831409668549895 28.406538754701614 8.0278934948146325 9.6763619850389642
+leaf_count=228718 17679 162989 1759 80725 97869 2521 4273 6335 171 12 450 12676 47772 35754 44314 2836 13061 27705 4881 69779 45420 49 1387 216 617 693 143 164 148 64
+internal_value=0 -0.000261178 -1.40439e-05 -0.0062578 0.00834103 0.000108498 0.00166238 -0.00874399 3.55259e-05 -0.000293753 0.00114311 0.000512608 -0.00483744 -0.00411679 -0.000301137 -0.00180927 -0.000220267 -0.000590468 -0.00023373 -0.00479004 0.000240712 0.00116401 0.0019377 0.000231307 0.00138221 -0.00131945 -0.00162811 0.000423246 -0.000573278 -0.00449272
+internal_weight=0 13686.7 13145 541.733 427.583 12172.5 545.994 196.966 11626.5 4463.54 463.178 358.803 344.767 267.325 4461.95 227.086 4234.87 2024.17 1612.49 230.997 7163 526.576 401.495 200.708 161.389 125.082 81.531 57.6996 117.317 39.3191
+internal_count=911180 795632 326549 469083 115548 163560 19920 235053 143640 94568 17399 13126 234030 186258 94556 4595 89961 45647 32586 150504 49072 3652 2762 1375 1095 890 478 335 841 280
+is_linear=0
+shrinkage=0.01
+
+
+end of trees
+
+feature_importances:
+page_rank_decimal=6052
+bert_confidence=5040
+count_domain_occurrences=3206
+script_percentage=3033
+link_percentage=2705
+ip_address_count=1984
+TTL=1119
+request_url_percentage=777
+abnormal_url=48
+domain_registration_length=22
+age_of_domain=14
+
+parameters:
+[boosting: gbdt]
+[objective: binary]
+[metric: binary_logloss]
+[tree_learner: serial]
+[device_type: cpu]
+[data: ]
+[valid: ]
+[num_iterations: 800]
+[learning_rate: 0.01]
+[num_leaves: 31]
+[num_threads: 0]
+[deterministic: 0]
+[force_col_wise: 0]
+[force_row_wise: 0]
+[histogram_pool_size: -1]
+[max_depth: -1]
+[min_data_in_leaf: 20]
+[min_sum_hessian_in_leaf: 0.001]
+[bagging_fraction: 1]
+[pos_bagging_fraction: 1]
+[neg_bagging_fraction: 1]
+[bagging_freq: 0]
+[bagging_seed: 3]
+[feature_fraction: 0.6]
+[feature_fraction_bynode: 1]
+[feature_fraction_seed: 2]
+[extra_trees: 0]
+[extra_seed: 6]
+[early_stopping_round: 0]
+[first_metric_only: 0]
+[max_delta_step: 0]
+[lambda_l1: 0]
+[lambda_l2: 0]
+[linear_lambda: 0]
+[min_gain_to_split: 0]
+[drop_rate: 0.1]
+[max_drop: 50]
+[skip_drop: 0.5]
+[xgboost_dart_mode: 0]
+[uniform_drop: 0]
+[drop_seed: 4]
+[top_rate: 0.2]
+[other_rate: 0.1]
+[min_data_per_group: 100]
+[max_cat_threshold: 32]
+[cat_l2: 10]
+[cat_smooth: 10]
+[max_cat_to_onehot: 4]
+[top_k: 20]
+[monotone_constraints: ]
+[monotone_constraints_method: basic]
+[monotone_penalty: 0]
+[feature_contri: ]
+[forcedsplits_filename: ]
+[refit_decay_rate: 0.9]
+[cegb_tradeoff: 1]
+[cegb_penalty_split: 0]
+[cegb_penalty_feature_lazy: ]
+[cegb_penalty_feature_coupled: ]
+[path_smooth: 0]
+[interaction_constraints: ]
+[verbosity: 1]
+[saved_feature_importance_type: 0]
+[linear_tree: 0]
+[max_bin: 255]
+[max_bin_by_feature: ]
+[min_data_in_bin: 3]
+[bin_construct_sample_cnt: 200000]
+[data_random_seed: 1]
+[is_enable_sparse: 1]
+[enable_bundle: 1]
+[use_missing: 1]
+[zero_as_missing: 0]
+[feature_pre_filter: 1]
+[pre_partition: 0]
+[two_round: 0]
+[header: 0]
+[label_column: ]
+[weight_column: ]
+[group_column: ]
+[ignore_column: ]
+[categorical_feature: ]
+[forcedbins_filename: ]
+[precise_float_parser: 0]
+[parser_config_file: ]
+[objective_seed: 5]
+[num_class: 1]
+[is_unbalance: 0]
+[scale_pos_weight: 1]
+[sigmoid: 1]
+[boost_from_average: 1]
+[reg_sqrt: 0]
+[alpha: 0.9]
+[fair_c: 1]
+[poisson_max_delta_step: 0.7]
+[tweedie_variance_power: 1.5]
+[lambdarank_truncation_level: 30]
+[lambdarank_norm: 1]
+[label_gain: ]
+[eval_at: ]
+[multi_error_top_k: 1]
+[auc_mu_weights: ]
+[num_machines: 1]
+[local_listen_port: 12400]
+[time_out: 120]
+[machine_list_filename: ]
+[machines: ]
+[gpu_platform_id: -1]
+[gpu_device_id: -1]
+[gpu_use_dp: 0]
+[num_gpu: 1]
+
+end of parameters
+
+pandas_categorical:[]