diff --git "a/phishing_model_combined_1.000.txt" "b/phishing_model_combined_1.000.txt"
deleted file mode 100644--- "a/phishing_model_combined_1.000.txt"
+++ /dev/null
@@ -1,15353 +0,0 @@
-tree
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-split_gain=490.098 0.0263887 0.00388481 0.00341792 0.00203496 0.000796777 0.00054221 0.000428596 0.000387607 0.000375491 0.000365628 0.000299832 0.000269677 0.000223874 0.000201662 0.000193871 0.000185279 0.00018241 0.000161308 0.000141459 0.000121077 0.000112255 0.000109612 8.00494e-05 8.55642e-05 7.97045e-05 6.43487e-05 6.09117e-05 6.22046e-05 5.67284e-05
-threshold=1.0000000180025095e-35 0.00099748477805400022 7.4335632689326312e-06 0.18897357583045957 0.8784809708595277 0.00014260681928130004 2.8250000000000006 9.1954279923811565e-07 0.0089773964136838514 3.3550000000000004 0.94052824378013633 0.068259380757808671 3.0250000000000004 0.99951267242431652 3.1450000000000005 3.1750000000000003 5.8150000000000004 3.2950000000000004 0.99989646673202526 9.5000000000000018 2.2250000000000005 1.0000000180025095e-35 1.5000000000000002 1.0000000180025095e-35 0.96352549889135264 33.500000000000007 3.4846319977077662e-05 3.4350000000000005 1.0000000180025095e-35 2.7763753678300422e-06
-decision_type=2 2 2 2 2 2 10 2 2 10 2 2 10 2 10 10 8 10 2 2 10 2 2 2 2 2 2 10 2 2
-left_child=4 2 7 8 11 9 13 22 15 -4 27 -1 -7 -6 -9 -3 19 -10 -8 26 -13 -19 -2 -14 -25 29 -11 -5 -29 -16
-right_child=1 3 5 10 6 12 18 14 17 16 -12 20 23 -15 25 -17 -18 21 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
-leaf_value=-0.010005350888508591 0.010466108772499394 0.01009518857479433 0.010221532211072297 0.010028067896435785 -0.010153483789638951 0.010133534252959448 -0.010070667027450115 0.010297252984862752 0.010055988708983729 0.010364293224933209 0.010010581090189685 -0.010078353373675027 0.010164399639697267 -0.010290200846944635 0.010461406327384104 0.010164318733871127 0.010275805499190474 0.010143423057729629 -0.01016502706431177 0.010406244835280862 -0.010028644231790685 0.010094414020771837 0.010592613214693476 0.01025359523940046 0.010159188560688419 0.010494793612676643 0.010290885287073344 0.010078633372681311 0.010045142115769672 0.010384714175794766
-leaf_weight=182.62530878336111 0.88751400820910786 5.4758414439857033 3.4964901753701296 12.414028944040181 3.8820098591968444 3.4382897042669347 14.807101698592307 0.93688697181642044 9.9675466965418291 2.2958408370614016 103.19538411739632 5.7712285589659578 1.4442643374204625 1.7321590092033146 2.0089940968900923 15.653559063561259 3.3595086401328453 6.2139380420558181 2.064239166211336 4.0829963926225901 32.456152252358152 18.854548083618283 3.0007095523178577 9.308993496000765 1.0704275229945768 2.7808273267000914 2.488457141444087 7.8050581286661354 19.1583715621382 1.8551029209047554
-leaf_count=720350 22 677 186 5584 301 298 2949 36 2225 70 149247 910 96 73 49 1089 134 546 166 112 16765 2281 58 405 71 64 94 1326 4942 54
-internal_value=0 0.0100948 0.0103212 0.0100465 -0.0100199 0.010263 -0.0101105 0.0104784 0.0101126 0.0103129 0.0100205 -0.0100107 0.0102115 -0.0101957 0.0104346 0.0101464 0.010339 0.0100922 -0.0100822 0.010363 -0.0100361 0.0101066 0.0105637 0.0102342 0.0102439 0.010454 0.0103261 0.0100464 0.0100548 0.0104246
-internal_weight=0 241.194 42.4553 198.738 243.338 30.9853 22.4855 11.47 56.1654 15.7233 142.573 220.853 15.262 5.61417 7.58181 21.1294 12.2268 35.036 16.8713 8.86729 38.2274 25.0685 3.88822 11.8237 10.3794 6.64492 4.7843 39.3775 26.9634 3.8641
-internal_count=911180 169666 1749 167917 741514 1466 3489 283 6818 596 161099 738025 870 374 203 1766 410 5052 3115 276 17675 2827 80 572 476 167 164 11852 6268 103
-is_linear=0
-shrinkage=0.01
-
-
-Tree=799
-num_leaves=31
-num_cat=0
-split_feature=11 6 1 1 5 2 5 2 2 6 1 0 1 1 5 6 6 1 6 6 6 2 2 6 5 2 6 1 1 5
-split_gain=485.194 0.00358938 0.0014702 0.00114266 0.000630039 0.000410005 0.000361953 0.000355503 0.000323679 0.00031079 0.000263467 0.000231305 0.000195919 0.000168344 0.000155519 0.000122133 0.000120712 0.000119214 0.000119168 0.000106072 0.000215446 8.25136e-05 0.0001873 8.24164e-05 0.000130187 8.4325e-05 7.89087e-05 7.30307e-05 7.03211e-05 6.74473e-05
-threshold=1.0000000180025095e-35 8.5000000000000018 -4.4999999999999991 -7.4999999999999991 6.5000000000000009 0.94494949494949509 1.5000000000000002 0.091372912801484213 0.76506899055918665 158.50000000000003 -95.499999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 -8.4999999999999982 1.5000000000000002 1813.0000000000002 3.5000000000000004 -8.4999999999999982 1.5000000000000002 15.500000000000002 18.500000000000004 0.17677696078431374 0.18773496240601503 30.500000000000004 3.5000000000000004 0.86715686274509818 45.500000000000007 -279.49999999999994 -103.49999999999999 2.5000000000000004
-decision_type=2 2 8 8 10 2 10 2 2 2 10 2 8 10 10 2 2 10 2 2 2 2 2 2 10 2 2 10 10 10
-left_child=12 2 7 4 5 9 -5 -2 11 10 14 18 -1 23 28 21 -14 -13 29 -16 27 -8 -23 -12 25 -25 -22 -21 -3 -9
-right_child=1 3 -4 6 -6 -7 15 8 -10 -11 13 17 16 -15 19 -17 -18 -19 -20 20 26 22 -24 24 -26 -27 -28 -29 -30 -31
-leaf_value=-0.010014244420435954 0.010065348750597914 0.01016266069335711 0.010031597785318978 0.010058907823317632 0.010512790465603373 0.010040712531941061 0.010062675196123024 0.010111487810024656 0.010057036634581174 0.010220433799592856 0.010121345870452155 0.010080782975569148 -0.010045959851689839 0.010426886388718746 0.010150254014637513 0.010502335033580888 -0.010018193599248009 0.01033734613711155 0.010155477674481389 0.010256928819488998 0.010165085702823548 0.010465702820823519 0.010157958241097503 0.010149149957764335 0.010317693928061238 0.010425764568431759 0.01025111178731102 0.010438454062295868 0.010338819593494905 0.01016252318714729
-leaf_weight=176.17630570707115 31.843442638200941 8.8292518756352365 67.286146442929748 14.461228482483422 0.53964311233721574 2.3695247230934902 0.76985365588916366 22.056886985490568 11.036001675762234 11.830743262835311 11.814392724365463 15.115330204891505 38.225273553020088 0.20756207988598063 1.3470330976997491 0.10437692515552033 26.520096040840144 0.18330462125595559 12.323285139980724 0.32546101906336844 1.6714288378716444 0.21127395593794096 3.0939154158695601 13.99201433412963 0.48660294897854406 0.11108109087217677 2.9449537516338751 0.6947179657872764 0.23257777898106446 2.9339941530488423
-leaf_count=596207 18023 1527 102329 13452 22 2159 291 5645 6199 1606 3155 7360 61092 7 171 7 84215 17 2243 29 259 18 1510 2616 37 7 247 43 19 668
-internal_value=0 0.0100939 0.0100674 0.0101506 0.0101727 0.0101695 0.0100826 0.0100926 0.0101063 0.0101751 0.0101625 0.0101166 -0.0100197 0.0101432 0.0101945 0.0101646 -0.0100346 0.0100839 0.01013 0.01023 0.010249 0.0101559 0.0101776 0.010141 0.0101569 0.0101513 0.01022 0.0103805 0.0101672 0.0101175
-internal_weight=0 238.816 162.778 76.0376 57.397 56.8573 18.6406 95.4922 63.6488 54.4878 42.6571 52.6128 240.922 26.6117 16.0454 4.17942 64.7454 15.2986 37.3142 6.98359 5.63656 4.07504 3.30519 26.4041 14.5897 14.1031 4.61638 1.02018 9.06183 24.9909
-internal_count=911180 169666 142484 27182 11904 11882 15278 40155 22132 9723 8117 15933 741514 5822 2295 1826 145307 7377 8556 749 578 1819 1528 5815 2660 2623 506 72 1546 6313
-is_linear=0
-shrinkage=0.01
-
-
-end of trees
-
-feature_importances:
-bert_confidence=5805
-page_rank_decimal=5192
-certificate_age=2850
-count_domain_occurrences=2325
-script_percentage=2066
-link_percentage=2024
-ip_address_count=1223
-request_url_percentage=710
-issuer_US=597
-is_malicious=474
-TTL=265
-issuer_GB=224
-issuer_BE=150
-issuer_NL=66
-issuer_AT=13
-abnormal_url=6
-issuer_DE=3
-issuer_FR=3
-issuer_BM=1
-issuer_IT=1
-issuer_LV=1
-issuer_PL=1
-
-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:[]