diff --git "a/model.json" "b/model.json"
deleted file mode 100644--- "a/model.json"
+++ /dev/null
@@ -1,2080 +0,0 @@
-tree
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-
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-
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-
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-threshold=72.733221497386197 14.768199233716478 4.5000000000000009 41.301294368291998 62.520630789197149 29.236092439770157 6.5000000000000009 32.346424497416187 28.050000000000004 971.01294368292008 3.5000000000000004 29.669026897172824 1002.7694155243801 61.430420526131435 3.5000000000000004 42.208067405922868 32.500000000000007 54.769706240417143 48.500000000000007 55.252773646339996 32.709719741136631 32.718539671258988
-decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
-left_child=1 -1 3 -3 5 -4 17 -8 10 16 12 -12 -9 15 -15 -6 -10 -7 -19 -20 -16 -11
-right_child=-2 2 4 -5 13 6 7 8 9 21 11 -13 -14 14 20 -17 -18 18 19 -21 -22 -23
-leaf_value=-0.059184076100689556 0.19127725576990084 0.0083656373533224013 -0.0055883516812864189 0.065574338205274599 -0.30518146608900992 0.3679603884404517 -0.55599540751051046 0.46713467144403631 -0.2158525801749395 -0.25669388374070407 0.27224081587327342 -0.57766963517115621 -0.76441385520949978 0.31382762127759189 -0.072844622754901805 0.29703658750219902 -0.81641647666048189 -0.36647357229073046 0.71328308309948785 -0.095419561741709291 0.60904849215147416 0.47307479767380461
-leaf_weight=3405 404 39089 87731 6804 47 109 200 142 75 60 77 94 21 204 810 455 86 115 50 104 31 45
-leaf_count=3405 404 39089 87731 6804 47 109 200 142 75 60 77 94 21 204 810 455 86 115 50 104 31 45
-internal_value=0.00108658 0.000536777 0.00202817 0.0168473 -0.00549033 -0.00721343 -0.128241 -0.218464 -0.105953 -0.302684 0.0507246 -0.194961 0.308469 0.0935393 0.0228681 0.240654 -0.536651 0.0627083 -0.0609812 0.167146 -0.0477094 0.0560641
-internal_weight=140158 139754 136349 45893 90456 88909 1178 800 600 266 334 171 163 1547 1045 502 161 378 269 154 841 105
-internal_count=140158 139754 136349 45893 90456 88909 1178 800 600 266 334 171 163 1547 1045 502 161 378 269 154 841 105
-is_linear=0
-shrinkage=0.0585703
-
-
-Tree=98
-num_leaves=23
-num_cat=0
-split_feature=4 29 0 26 30 33 21 36 6 28 40 45 24 2 0 2 36 1 29 37 46 37
-split_gain=3711.46 5099.33 5108.26 5035.58 4591.19 4411.57 4480.97 5725.04 7506.37 5241.89 4704.78 4611.26 4138.11 4127.19 9169.48 4366.66 4108.53 3891.31 3944.86 3842.98 3633.7 3275.62
-threshold=2016.5000000000002 59.215210263065721 4.5000000000000009 23.500000000000004 31.500000000000004 61.071890845818579 99.500000000000014 26.168844252071114 14.500000000000002 20.907961573115102 45.038784645310841 53.178611407011395 98.500000000000014 31.050000000000004 2.5000000000000004 16.850000000000005 24.70374022487939 16.500000000000004 68.11084105226287 37.286965567579934 396.52588736583999 79.664397284745263
-decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
-left_child=1 -1 13 12 -2 -5 7 17 11 -10 -11 -9 19 15 -15 -3 -16 -7 20 -4 -19 -21
-right_child=4 2 3 5 -6 6 -8 8 9 10 -12 -13 -14 14 16 -17 -18 18 -20 21 -22 -23
-leaf_value=0.0060710125770799192 -0.011551881859359391 -0.28866498174493815 0.89672939090112036 0.070644580547430932 0.15950267174730867 -0.10154669300717419 -0.56733768461803424 0.15660747067123243 -0.34547892866263796 -0.13172343707134868 0.85081339896169728 -0.61947042683273545 1.0202641975147535 0.66995977417550112 -1.23900504051464 0.30207908876454076 -0.23346684976729951 -1.0343670758592711 0.12148817500625345 0.18816296560463186 -0.12535692207624513 -0.39116809018027215
-leaf_weight=74347 61964 46 24 1103 543 346 68 58 22 21 82 48 21 32 20 642 46 48 24 352 22 37
-leaf_count=74347 61964 46 24 1103 543 346 68 58 22 21 82 48 21 32 20 642 46 48 24 352 22 37
-internal_value=0.000549737 0.00912178 0.083196 0.0387394 -0.0100659 -0.00354847 -0.114286 -0.068373 0.167743 0.4752 0.65049 -0.194824 0.218219 0.211928 -0.143682 0.262582 -0.538175 -0.192334 -0.526508 0.177437 -0.748678 0.133059
-internal_weight=139916 77409 3062 2276 62507 1842 739 671 231 125 103 106 434 786 98 688 66 440 94 413 70 389
-internal_count=139916 77409 3062 2276 62507 1842 739 671 231 125 103 106 434 786 98 688 66 440 94 413 70 389
-is_linear=0
-shrinkage=0.0585703
-
-
-Tree=99
-num_leaves=23
-num_cat=0
-split_feature=44 21 45 35 2 0 36 34 36 0 25 29 31 2 36 32 43 29 40 44 1 45
-split_gain=3843.82 4644.59 4063.3 5647.03 5686.68 6545.16 7279.8 5588.71 5156.87 9487.02 5590.69 6183.33 6110.02 5411.63 5829.26 5624.6 5193.77 5058.71 6346.24 5229.02 5023.33 4599.53
-threshold=666.2564718414601 101.50000000000001 47.500719093495562 107.50000000000001 27.950000000000003 7.5000000000000009 26.780845820582947 4.5000000000000009 25.553764709842586 6.5000000000000009 52.287563383274289 41.786638834494291 98.500000000000014 27.950000000000003 26.168844252071114 26.508245194592405 35.086535994128155 46.643781691637152 38.671747633654014 912.28235920730003 13.500000000000002 50.001617960365003
-decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
-left_child=1 -1 -2 7 -5 20 21 -4 -9 16 11 12 -11 14 -13 -16 -10 -8 19 -19 -6 -7
-right_child=2 -3 3 4 5 6 17 8 9 10 -12 13 -14 -15 15 -17 -18 18 -20 -21 -22 -23
-leaf_value=-0.011165277671036063 0.0028651128631623111 -0.42768273039257615 0.10107079287762788 0.28940889335681219 -0.015658022958097068 -0.49518292267330621 -1.1822635344667547 0.030589012020824129 0.070973015658839039 0.95852220542083677 -0.053503526134938285 -0.87100553784748891 -0.26584507732890489 -0.5026470587517512 0.29337465219290504 -0.24303292725653886 0.63272322205703035 -0.41587045877275625 -0.47965257925526472 0.78917126681110372 0.41374629121250439 0.46649303701851325
-leaf_weight=53057 74059 92 2609 588 183 22 23 6468 544 27 1052 36 29 295 95 228 63 21 128 30 191 76
-leaf_count=53057 74059 92 2609 588 183 22 23 6468 544 27 1052 36 29 295 95 228 63 21 128 30 191 76
-internal_value=0.000517538 -0.0118863 0.00811547 0.0387132 0.156297 0.0401689 -0.163621 0.0257488 0.00351109 -0.0704188 -0.139213 -0.266208 0.324475 -0.316786 -0.164059 -0.085266 0.129277 -0.364583 -0.259518 0.292978 0.203637 0.250607
-internal_weight=139916 53149 86767 12708 1262 674 300 11446 8837 2369 1762 710 56 654 359 323 607 202 179 51 374 98
-internal_count=139916 53149 86767 12708 1262 674 300 11446 8837 2369 1762 710 56 654 359 323 607 202 179 51 374 98
-is_linear=0
-shrinkage=0.0585703
-
-
-end of trees
-
-feature_importances:
-item_mean_7d=357
-store_mean_7d=275
-store_sum_7d=254
-store_id=149
-sales_mean_28d=142
-month=114
-sales_std_28d=107
-day_of_week=96
-temperature=75
-item_sum_7d=59
-sales_min_28d=49
-sales_mean_14d=45
-item_id=39
-sales_std_14d=36
-sales_lag_14=33
-humidity=31
-sales_mean_7d=30
-sales_std_7d=29
-sales_lag_28=26
-sales_lag_7=25
-sales_lag_1=21
-sales_min_7d=20
-year=19
-sales_max_28d=19
-sales_ewma_7d_a05=19
-day=18
-sales_max_7d=17
-sales_min_14d=17
-sales_max_14d=17
-quarter=14
-sales_ewma_7d_a075=12
-season_wet=11
-is_weekend=9
-season_summer=6
-sales_ewma_14d_a05=3
-season_spring=2
-sales_ewma_14d_a075=2
-temp_category_Cool=1
-season_winter=1
-sales_ewma_28d_a075=1
-
-parameters:
-[boosting: gbdt]
-[objective: regression]
-[metric: rmse]
-[tree_learner: serial]
-[device_type: cpu]
-[data_sample_strategy: bagging]
-[data: ]
-[valid: ]
-[num_iterations: 100]
-[learning_rate: 0.0585703]
-[num_leaves: 23]
-[num_threads: 1]
-[seed: 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: 0.833672]
-[pos_bagging_fraction: 1]
-[neg_bagging_fraction: 1]
-[bagging_freq: 2]
-[bagging_seed: 3]
-[bagging_by_query: 0]
-[feature_fraction: 0.866875]
-[feature_fraction_bynode: 1]
-[feature_fraction_seed: 2]
-[extra_trees: 0]
-[extra_seed: 6]
-[early_stopping_round: 0]
-[early_stopping_min_delta: 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]
-[use_quantized_grad: 0]
-[num_grad_quant_bins: 4]
-[quant_train_renew_leaf: 0]
-[stochastic_rounding: 1]
-[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: ]
-[lambdarank_position_bias_regularization: 0]
-[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:[]