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56.0391 14.4761 20.9993 3.52385 54.889 17.8445 5.99741 4.10094 36.8981 4.76224 12.7151 24.8834 35.7402 6.93556 3.31069 26.1434 4.75628 236.536 10.3751 4.0519 10.9928 137.419 4.28626 99.1174 2.69235 7.37756 8.2203 119.344 15.4961 7.3708 6.26486 82.1042 10.6474 9.62451 0.887142 18.0751 50.5178 35.0193 8.12528 15.4985 31.5864 8.3228 3.84071 2.52391 +internal_count=79757 12027 67730 9010 21026 8423 5685 8071 253 587 3458 15341 7818 6788 1030 119 14415 3017 2669 3482 406 620 2419 324 926 458 1886 517 301 624 1857 161 112 1547 103 6168 3024 464 215 3686 978 2482 385 2227 161 3191 1008 574 392 2134 539 508 105 495 1262 898 434 364 872 413 198 141 +is_linear=0 +shrinkage=0.05 + + +end of trees + +feature_importances: +qdrant_cosine_score=318 +year_diff=246 +candidate_position=245 +candidate_citation_count=205 +cosine_x_cocitation=179 +age_ratio=154 +co_citation_count=129 +cosine_x_citations=123 +position_inverse=115 +query_age_days=111 +category_x_recency=105 +query_citation_count=92 +candidate_log_citations=70 +citations_x_recency=66 +candidate_citations_per_year=65 +query_num_references=55 +candidate_num_cited_by=53 +citation_count_ratio=47 +cosine_x_recency=47 +candidate_age_days=40 +candidate_recency_score=38 +candidate_influential_citations=36 +same_primary_category=25 +query_log_citations=18 +shared_author_count=16 +candidate_is_newer=6 + +parameters: +[boosting: gbdt] +[objective: lambdarank] +[metric: ndcg] +[tree_learner: serial] +[device_type: cpu] +[data_sample_strategy: bagging] +[data: ] +[valid: ] +[num_iterations: 300] +[learning_rate: 0.05] +[num_leaves: 63] +[num_threads: 0] +[seed: 42] +[deterministic: 0] +[force_col_wise: 0] +[force_row_wise: 0] +[histogram_pool_size: -1] +[max_depth: -1] +[min_data_in_leaf: 50] +[min_sum_hessian_in_leaf: 0.001] +[bagging_fraction: 0.8] +[pos_bagging_fraction: 1] +[neg_bagging_fraction: 1] +[bagging_freq: 5] +[bagging_seed: 400] +[bagging_by_query: 0] +[feature_fraction: 0.8] +[feature_fraction_bynode: 1] +[feature_fraction_seed: 30056] +[extra_trees: 0] +[extra_seed: 12879] +[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: 17869] +[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: 175] +[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: 16083] +[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: 20] +[lambdarank_norm: 1] +[label_gain: ] +[lambdarank_position_bias_regularization: 0] +[eval_at: 5,10] +[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:null