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record_b.log
42 lines (42 loc) · 23.6 KB
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record_b.log
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0 baseline 0:
0.078228 ['user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'user_id_query_day_hour', 'shop_id', 'user_id_query_day_item_brand_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd']
8 gender0 0:
0.078196 ['user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'user_id_query_day_hour', 'shop_id', 'user_id_query_day_item_brand_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'gender0']
0 baseline 0:
0.078201 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'user_id_query_day_hour', 'shop_id', 'user_id_query_day_item_brand_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd']
16 item_category_list_query_min_map 0:
0.078199 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'user_id_query_day_hour', 'shop_id', 'user_id_query_day_item_brand_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_category_list_query_min_map']
37 user_id_query_day_item_collected_level 0:
0.078181 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'user_id_query_day_hour', 'shop_id', 'user_id_query_day_item_brand_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'user_id_query_day_item_collected_level']
66 user_age_level_item_id_trade_meanxd 0:
0.078148 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'user_id_query_day_hour', 'shop_id', 'user_id_query_day_item_brand_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'user_age_level_item_id_trade_meanxd']
113 item_city_id_user_gender_cnt 0:
0.078127 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'user_id_query_day_hour', 'shop_id', 'user_id_query_day_item_brand_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt']
reverse user_id_query_day_hour 0:
0.078096 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_item_brand_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt']
reverse user_id_query_day_item_brand_id 0:
0.078068 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt']
8 gender0 0:
0.078058 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'gender0']
11 min_map 0:
0.078056 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'min_map']
17 item_city_id_query_day_hour_map 0:
0.078054 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'item_city_id_query_day_hour_map']
32 user_id_query_day_hour_item_pv_level 0:
0.077989 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'user_id_query_day_hour_item_pv_level']
89 item_pv_level_item_cnt 0:
0.077981 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'item_pv_level_item_cnt']
32 user_id_query_day_hour_item_pv_level 0:
0.077968 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'item_pv_level_item_cnt', 'user_id_query_day_hour_item_pv_level']
0 baseline 0:
0.077981 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'item_pv_level_item_cnt']
71 user_gender_id_item_id_trade_meanxd 0:
0.077959 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_collected_level_item_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'item_pv_level_item_cnt', 'user_gender_id_item_id_trade_meanxd']
reverse item_collected_level_item_prob 0:
0.077921 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'item_pv_level_item_cnt', 'user_gender_id_item_id_trade_meanxd']
cross term user_age_level_query_day+user_age_level_trade_meanxd 0:
0.077914 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'item_pv_level_item_cnt', 'user_gender_id_item_id_trade_meanxd', 'user_age_level_query_day+user_age_level_trade_meanxd']
0 baseline 0:
0.077921 ['user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'item_pv_level_item_cnt', 'user_gender_id_item_id_trade_meanxd']
0 baseline 0:
0.077931 ['item_brand_id_item_cnt', 'user_age_level_query_day', 'user_age_level_item_brand_id_trade_meanxd', 'item_city_id_brand_prob', 'item_price_level_brand_cnt', 'item_brand_id_user_prob', 'check_min_difference_ahead', 'item_category_list', 'item_price_level', 'item_sales_level', 'item_collected_level', 'user_gender_id', 'user_age_level', 'user_star_level', 'context_page_id', 'shop_review_positive_rate', 'shop_score_service', 'hour', 'day', 'shop_id', 'user_id_query_day_hour_item_brand_id', 'user_id_query_day', 'user_id_query_day_item_id', 'check_item_brand_id_ratio', 'check_shop_id_ratio', 'check_item_category_list_ratio', 'check_ratio_day_all', 'item_city_id_shop_cnt', 'item_city_id_shop_rev_prob', 'item_id_shop_rev_cnt', 'item_property_list0', 'item_pv_level_price_prob', 'item_sales_level_price_prob', 'item_city_id_cnt1d', 'item_collected_level_user_age_cnt', 'item_price_level_item_cnt', 'item_price_level_item_prob', 'user_id_shop_id_trade_meanxd', 'user_age_level_trade_meanxd', 'user_id_item_category_list_tradexd', 'item_city_id_user_gender_cnt', 'item_pv_level_item_cnt', 'user_gender_id_item_id_trade_meanxd']