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record_fresh_Y_15.log
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record_fresh_Y_15.log
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0 baseline 0:
0.083889 ['check_ratio_day_all', 'check_min_difference_ahead']
1 context_page_id 0:
0.083669 ['check_ratio_day_all', 'check_min_difference_ahead', 'context_page_id']
2 item_city_id 0:
0.083302 ['check_ratio_day_all', 'check_min_difference_ahead', 'item_city_id']
3 item_price_level 0:
0.082884 ['check_ratio_day_all', 'check_min_difference_ahead', 'item_price_level']
55 predict_category_property0 0:
0.082863 ['check_ratio_day_all', 'check_min_difference_ahead', 'predict_category_property0']
76 user_age_level_shop_id_trade_meanxd 0:
0.082439 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_age_level_shop_id_trade_meanxd']
88 user_occupation_id_item_id_trade_meanxd 0:
0.082147 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd']
1 context_page_id 0:
0.082048 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'context_page_id']
2 item_city_id 0:
0.082041 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'item_city_id']
3 item_price_level 0:
0.081922 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'item_price_level']
22 item_city_id_query_day 0:
0.081868 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'item_city_id_query_day']
29 user_id_query_day_hour_shop_id 0:
0.081836 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'user_id_query_day_hour_shop_id']
30 check_shop_id_time_day 0:
0.08158 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'check_shop_id_time_day']
34 user_id_query_day_item_id 0:
0.081389 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'user_id_query_day_item_id']
93 sale_collect 0:
0.081247 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect']
1 context_page_id 0:
0.081023 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'context_page_id']
14 hour 0:
0.080994 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'hour']
29 user_id_query_day_hour_shop_id 0:
0.080897 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_hour_shop_id']
30 check_shop_id_time_day 0:
0.080653 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'check_shop_id_time_day']
33 check_item_brand_id_ratio 0:
0.08064 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'check_item_brand_id_ratio']
34 user_id_query_day_item_id 0:
0.080463 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id']
1 context_page_id 0:
0.080431 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'context_page_id']
3 item_price_level 0:
0.080305 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level']
14 hour 0:
0.080269 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'hour']
36 user_id_query_day_hour_item_category_list 0:
0.080225 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'user_id_query_day_hour_item_category_list']
128 item_price_level_user_age_cnt 0:
0.080137 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt']
1 context_page_id 0:
0.080107 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'context_page_id']
8 len_item_category 0:
0.080057 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'len_item_category']
14 hour 0:
0.079929 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour']
1 context_page_id 0:
0.079836 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'context_page_id']
8 len_item_category 0:
0.079816 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'len_item_category']
9 item_category_list2 0:
0.079814 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_category_list2']
16 user_id_query_day_hour 0:
0.079779 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'user_id_query_day_hour']
21 item_city_id_query_day 0:
0.079739 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_city_id_query_day']
116 item_id_user_prob 0:
0.079704 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob']
8 len_item_category 0:
0.079652 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'len_item_category']
19 shop_id_query_day_hour_map 0:
0.079595 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'shop_id_query_day_hour_map']
32 check_item_brand_id_ratio 0:
0.079546 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'check_item_brand_id_ratio']
65 user_id_tradexd 0:
0.079461 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd']
1 context_page_id 0:
0.079443 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'context_page_id']
8 len_item_category 0:
0.079376 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'len_item_category']
9 item_category_list2 0:
0.079368 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'item_category_list2']
19 shop_id_query_day_hour_map 0:
0.079343 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'shop_id_query_day_hour_map']
25 user_occupation_id_query_day 0:
0.079342 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'user_occupation_id_query_day']
32 check_item_brand_id_ratio 0:
0.079292 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio']
1 context_page_id 0:
0.079269 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'context_page_id']
8 len_item_category 0:
0.079222 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'len_item_category']
19 shop_id_query_day_hour_map 0:
0.079207 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'shop_id_query_day_hour_map']
25 user_occupation_id_query_day 0:
0.079197 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'user_occupation_id_query_day']
60 shop_id_cnt1h 0:
0.079196 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'shop_id_cnt1h']
99 item_sales_level_city_cnt 0:
0.079181 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_sales_level_city_cnt']
141 item_price_level_shop_cnt 0:
0.079172 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt']
8 len_item_category 0:
0.079145 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'len_item_category']
21 item_city_id_query_day 0:
0.079103 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day']
8 len_item_category 0:
0.079094 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'len_item_category']
9 item_category_list2 0:
0.079053 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_category_list2']
44 user_id_query_day_hour_map_item_price_level 0:
0.079039 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'user_id_query_day_hour_map_item_price_level']
49 check_time_day 0:
0.079039 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'check_time_day']
63 user_id_item_id_trade_meanxd 0:
0.079002 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'user_id_item_id_trade_meanxd']
125 item_id_user_occ_prob 0:
0.078978 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob']
0 baseline 0:
0.078978 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob']
63 user_id_item_id_trade_meanxd 0:
0.078962 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_id_item_id_trade_meanxd']
64 user_id_shop_id_tradexd 0:
0.078957 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_id_shop_id_tradexd']
110 user_star_level_user_gender_cnt 0:
0.078951 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt']
1 context_page_id 0:
0.078938 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'context_page_id']
9 item_category_list2 0:
0.078891 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2']
1 context_page_id 0:
0.078876 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'context_page_id']
62 user_id_item_id_trade_meanxd 0:
0.078835 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_item_id_trade_meanxd']
63 user_id_shop_id_tradexd 0:
0.078813 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd']
0 baseline 0:
0.078813 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd']
1 context_page_id 0:
0.078752 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id']
42 user_id_query_day_hour_map_item_price_level 0:
0.078743 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'user_id_query_day_hour_map_item_price_level']
50 predict_category_property3 0:
0.078739 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'predict_category_property3']
79 user_occupation_id_tradexd 0:
0.078732 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'user_occupation_id_tradexd']
103 user_gender_id_user_cnt 0:
0.078729 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'user_gender_id_user_cnt']
134 item_brand_id_shop_prob 0:
0.078706 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob']
9 item_property_list5 0:
0.078696 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'item_property_list5']
11 age0 0:
0.078652 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'age0']
127 shop_review_num_level_user_gender_cnt 0:
0.078652 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'shop_review_num_level_user_gender_cnt']
12 hour_map 0:
0.078597 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'shop_review_num_level_user_gender_cnt', 'hour_map']
cross term user_occupation_id_item_id_trade_meanxd/user_occupation_id_item_id_trade_meanxd 0:
0.078597 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'shop_review_num_level_user_gender_cnt', 'hour_map', 'user_occupation_id_item_id_trade_meanxd/user_occupation_id_item_id_trade_meanxd']
cross term item_price_level_user_age_cnt-item_id_user_prob 0:
0.078536 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'shop_review_num_level_user_gender_cnt', 'hour_map', 'user_occupation_id_item_id_trade_meanxd/user_occupation_id_item_id_trade_meanxd', 'item_price_level_user_age_cnt-item_id_user_prob']
cross term item_price_level_user_age_cnt+hour 0:
0.078533 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'shop_review_num_level_user_gender_cnt', 'hour_map', 'user_occupation_id_item_id_trade_meanxd/user_occupation_id_item_id_trade_meanxd', 'item_price_level_user_age_cnt-item_id_user_prob', 'item_price_level_user_age_cnt+hour']
cross term hour*item_category_list2 0:
0.07851 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'shop_review_num_level_user_gender_cnt', 'hour_map', 'user_occupation_id_item_id_trade_meanxd/user_occupation_id_item_id_trade_meanxd', 'item_price_level_user_age_cnt-item_id_user_prob', 'item_price_level_user_age_cnt+hour', 'hour*item_category_list2']
cross term item_id_user_prob/hour_map 0:
0.078509 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'shop_review_num_level_user_gender_cnt', 'hour_map', 'user_occupation_id_item_id_trade_meanxd/user_occupation_id_item_id_trade_meanxd', 'item_price_level_user_age_cnt-item_id_user_prob', 'item_price_level_user_age_cnt+hour', 'hour*item_category_list2', 'item_id_user_prob/hour_map']
cross term item_id_user_prob/item_category_list2 0:
0.078466 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'shop_review_num_level_user_gender_cnt', 'hour_map', 'user_occupation_id_item_id_trade_meanxd/user_occupation_id_item_id_trade_meanxd', 'item_price_level_user_age_cnt-item_id_user_prob', 'item_price_level_user_age_cnt+hour', 'hour*item_category_list2', 'item_id_user_prob/hour_map', 'item_id_user_prob/item_category_list2']
cross term item_price_level_shop_cnt/user_id_shop_id_tradexd 0:
0.078453 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'shop_review_num_level_user_gender_cnt', 'hour_map', 'user_occupation_id_item_id_trade_meanxd/user_occupation_id_item_id_trade_meanxd', 'item_price_level_user_age_cnt-item_id_user_prob', 'item_price_level_user_age_cnt+hour', 'hour*item_category_list2', 'item_id_user_prob/hour_map', 'item_id_user_prob/item_category_list2', 'item_price_level_shop_cnt/user_id_shop_id_tradexd']
cross term item_price_level_shop_cnt-user_id_shop_id_tradexd 0:
0.078452 ['check_ratio_day_all', 'check_min_difference_ahead', 'user_occupation_id_item_id_trade_meanxd', 'sale_collect', 'user_id_query_day_item_id', 'item_price_level_user_age_cnt', 'hour', 'item_id_user_prob', 'user_id_tradexd', 'check_item_brand_id_ratio', 'item_price_level_shop_cnt', 'item_city_id_query_day', 'item_id_user_occ_prob', 'user_star_level_user_gender_cnt', 'item_category_list2', 'user_id_shop_id_tradexd', 'context_page_id', 'item_brand_id_shop_prob', 'shop_review_num_level_user_gender_cnt', 'hour_map', 'user_occupation_id_item_id_trade_meanxd/user_occupation_id_item_id_trade_meanxd', 'item_price_level_user_age_cnt-item_id_user_prob', 'item_price_level_user_age_cnt+hour', 'hour*item_category_list2', 'item_id_user_prob/hour_map', 'item_id_user_prob/item_category_list2', 'item_price_level_shop_cnt/user_id_shop_id_tradexd', 'item_price_level_shop_cnt-user_id_shop_id_tradexd']
<class 'type'>
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