diff --git "a/phishing_model_combined_0.984_train.txt" "b/phishing_model_combined_0.984_train.txt"
new file mode 100644--- /dev/null
+++ "b/phishing_model_combined_0.984_train.txt"
@@ -0,0 +1,15357 @@
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+leaf_value=7.3694087515992123e-05 0.014469418245180814 0.0032457679371440777 0.0095614875316344713 -0.0050774953616583721 -0.0053278147316927846 -0.0046111657610418853 9.2693538207474452e-05 -0.012810108575685852 -0.0020691238383446242 0.01775024143320484 -0.01429073647650432 0.12449189558392985 0.028150445518340343 -0.010876031603135248 -0.012189229671416019 0.013665901102106194 -0.0044138549455798124 -0.0044538769760408938 -0.0093249162584900357 0.041821106228280842 -0.00041218689270951182 0.20222695422668246 0.015372521382632164 -0.010408684973979725 -0.0049862613756848084 0.002575216927377309 0.024082297828149104 0.013403800488792262 -0.0072488674016008489 0.06307126871110029
+leaf_weight=12047.888989006315 4.71347819949733 132.95568175031804 25.930506795120891 12.330335408216341 39.539317726506852 30.31223936151946 243.03704484674381 9.3512591253383999 4.393812309135682 11.460183486458844 13.398284545139175 0.37178962910548108 2.087048826622774 3.5522087616845992 11.256735307280904 16.038945205451455 99.263336042960873 115.83717649392202 42.581360300071537 0.36877796147018749 471.008336036728 0.14102283702231821 1.347625405236613 0.17205576359992847 13.766023233649323 12.724634671700189 4.0518562502693376 11.894177531881725 6.2697192428167901 0.27311779037700024
+leaf_count=751355 307 15772 1878 17381 1596 1644 12448 402 181 147 1343 28 58 74 638 1295 12429 8045 1023 9 76416 6 125 99 3794 138 37 1346 1030 136
+internal_value=0 -6.06886e-06 -0.000725515 0.00484378 -0.000889749 0.00178705 -0.00127508 0.000361863 0.000837641 0.0122575 -0.00178215 -0.00372385 0.00486409 0.0113629 -0.00459702 0.00921603 -0.00105458 -0.005153 -0.00450509 -0.0104759 -0.000426184 -3.15504e-05 0.0285687 0.0853707 -0.00310302 0.00202032 0.0077696 -0.000128592 0.00711637 -0.00431349
+internal_weight=0 13383.6 1335.71 38.2608 1297.45 163.268 1134.19 268.242 258.891 15.854 865.944 236.035 33.6755 19.9629 13.7126 19.5912 629.909 202.359 188.961 11.6255 530.645 491.106 1.6607 0.313079 146.38 30.5425 16.7765 489.445 18.437 6.54284
+internal_count=911180 910873 159518 19259 140259 17416 122843 13178 12776 328 109665 16482 2102 1397 705 1369 93183 14380 13037 647 80754 79158 230 105 12014 3969 175 78928 2512 1166
+is_linear=0
+shrinkage=0.01
+
+
+Tree=799
+num_leaves=31
+num_cat=0
+split_feature=11 11 11 11 11 10 10 6 6 6 10 3 10 5 11 10 10 5 11 11 10 11 3 10 3 6 5 18 6 3
+split_gain=372.047 291.333 38.4308 25.4719 23.6612 19.2635 16.0676 15.3997 14.2303 13.6977 14.2732 29.6644 18.7711 22.9191 15.3175 23.0587 14.0985 57.4455 15.7026 12.8546 12.732 13.596 13.6287 12.1902 12.0606 10.8269 9.87649 14.8681 11.4995 9.73216
+threshold=0.99998754262924205 5.1029428504989491e-06 0.00025326936156485003 0.78322452306747448 6.6807518805944721e-07 5.3550000000000013 3.6650000000000005 85.500000000000014 408.50000000000006 2748.0000000000005 6.3850000000000007 0.42124060150375936 6.4450000000000012 1.5000000000000002 1.8603117496240887e-05 6.8650000000000011 5.3650000000000011 3.5000000000000004 0.00012842786236425005 0.99999946355819713 8.2700000000000014 0.99766892194747936 0.80066225165562932 6.285000000000001 0.6586800573888093 182.50000000000003 6.5000000000000009 1.0000000180025095e-35 390.50000000000006 0.32515060240963861
+decision_type=2 2 2 2 2 8 10 2 2 2 8 2 8 10 2 8 10 10 2 2 8 2 2 10 2 2 10 2 2 2
+left_child=1 4 5 6 26 -3 25 -7 20 10 16 14 13 -13 15 -12 17 18 -9 -2 -5 22 -22 -6 -10 -4 -1 28 -28 -16
+right_child=19 2 3 8 23 7 -8 9 24 -11 11 12 -14 -15 29 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
+leaf_value=-0.0085828431746875506 0.0057398328103932033 -0.0028344410619048871 -0.00072043253520991124 0.0009106500002421617 -0.0053779738133290771 -0.00083985947230757183 0.000286462192509404 -0.010035461490527689 -0.00085554263563298336 0.085753639132801582 0.1377531939601627 -0.010162078389578262 0.0047947210032902787 0.15703654087963778 0.0089166829414152101 0.035738984801096864 -0.0019373619715501431 0.24475905313098359 0.16210630824955619 0.0095097610829443201 -0.00017929444901139204 0.006400838906078783 0.0069737118316456253 0.00064465351663854696 -0.011428245229968754 0.0021646664750066568 -0.0003180133635446903 0.088254127430821394 0.12519562695255243 0.051953113965233028
+leaf_weight=368.40316269372124 120.04599020263413 663.33385724585969 3263.223799590487 2519.4995988367591 269.8025157606171 314.15586067660479 4978.8265145742334 0.60481223673559981 32.958127196878195 0.20869703171774645 0.33734338940121533 0.15090990252793091 24.62469429592602 0.17950358730740845 1.5315438178367915 0.64563111425377429 25.827988397737499 0.11772558302618563 0.058079144451767206 366.82606008747825 114.95826690085232 89.760750428773463 34.669585926923901 38.389602965908125 16.04049102589488 135.47194218542427 6.1763621733407481 0.20238107780460257 0.073868902458343544 0.79989090561866749
+leaf_count=332491 17679 113355 29507 29233 123582 30971 85916 224 245 34 25 15 1895 28 53 33 6768 34 11 97869 3903 8816 597 16325 98 1770 9607 33 25 38
+internal_value=0 -0.000324813 3.04973e-05 0.0002009 -0.00668042 -0.00181539 -7.53726e-05 1.53083e-05 0.00102518 0.00489226 0.00458475 0.00953257 0.00579936 0.0806718 0.0376409 0.0707489 -0.0006719 0.041198 0.00504672 0.00858023 0.00112005 0.00332392 0.0014781 -0.00462777 -0.00431669 -0.000605433 -0.00836802 0.00389685 0.00116538 0.023682
+internal_weight=0 12901 12218 11185.4 683.048 1032.58 8377.52 369.243 2807.89 55.0868 54.8781 28.2695 24.9551 0.330413 3.31441 0.982975 26.6086 0.780617 0.662891 486.872 2758.89 239.389 149.628 308.192 48.9986 3398.7 374.856 6.45261 6.25023 2.33143
+internal_count=911180 795632 313569 160085 482063 153484 117193 40129 42892 9158 9124 2087 1938 43 149 58 7037 269 235 115548 42549 13316 4500 139907 343 31277 342156 9665 9632 91
+is_linear=0
+shrinkage=0.01
+
+
+end of trees
+
+feature_importances:
+page_rank_decimal=5310
+bert_confidence=4175
+certificate_age=3791
+count_domain_occurrences=2347
+script_percentage=2084
+link_percentage=2019
+ip_address_count=1585
+TTL=746
+issuer_US=630
+request_url_percentage=504
+issuer_GB=255
+issuer_BE=224
+issuer_NL=167
+issuer_PL=51
+domain_registration_length=22
+issuer_AT=20
+issuer_DE=17
+abnormal_url=13
+issuer_FR=13
+age_of_domain=10
+issuer_CN=6
+issuer_JP=5
+issuer_IT=2
+issuer_RO=2
+issuer_Apple_Public_Server_RSA_CA_12_-_G1=1
+issuer_LV=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:[]