{"target_date":"2026-05-12","machines":{"ゴーゴージャグラー3":{"lgbm":[{"台番号":266,"lgbm_score":0.03983544017986109,"lgbm_rank":4},{"台番号":267,"lgbm_score":0.10242392479793296,"lgbm_rank":2},{"台番号":268,"lgbm_score":0.19740277368485545,"lgbm_rank":1},{"台番号":269,"lgbm_score":0.037036547045089,"lgbm_rank":5},{"台番号":270,"lgbm_score":0.06896639447536564,"lgbm_rank":3}],"catboost":{"台番号":[266,267,268,269,270],"catboost_score":[0.001773613428582207,0.0033738383211437827,0.002779104821381674,0.0022637312447740506,0.004582672121532772]},"top1_lgbm":268,"p_at_1":0.15,"model_type":"binary","feat_cols":["feat_rote","feat_s1","feat_event","feat_d1","feat_d2","feat_d3","feat_d4","feat_d5","feat_d6","feat_d7","feat_g1","feat_g2","feat_g3","feat_g4","feat_g5","feat_g6","feat_g7","feat_big1","feat_big2","feat_big3","feat_big4","feat_big5","feat_big6","feat_big7","feat_reg1","feat_reg2","feat_reg3","feat_reg4","feat_reg5","feat_reg6","feat_reg7","feat_s2","feat_s3","feat_s4","feat_s5","feat_s6","feat_s7","feat_hi_lag1","feat_hi_lag2","feat_hi_lag3","feat_hi_lag4","feat_hi_lag5","feat_hi_lag6","feat_hi_lag7","feat_cum_d_3","feat_cum_d_5","feat_cum_d_7","feat_cum_d_14","feat_cum_d_30","feat_cum_g_3","feat_cum_g_5","feat_cum_g_7","feat_cum_g_14","feat_cum_g_30","feat_cum_big_3","feat_cum_big_5","feat_cum_big_7","feat_cum_big_14","feat_cum_big_30","feat_cum_reg_3","feat_cum_reg_5","feat_cum_reg_7","feat_cum_reg_14","feat_cum_reg_30","feat_cum_bigp_3","feat_cum_bigp_5","feat_cum_bigp_7","feat_cum_regp_3","feat_cum_regp_5","feat_cum_regp_7","feat_mean_d_7d","feat_std_d_7d","feat_max_d_7d","feat_min_d_7d","feat_mean_d_14d","feat_std_d_14d","feat_max_d_14d","feat_min_d_14d","feat_mean_d_30d","feat_std_d_30d","feat_max_d_30d","feat_min_d_30d","feat_hi_rate_7d","feat_hi_count_7d","feat_hi_rate_14d","feat_hi_count_14d","feat_hi_rate_30d","feat_hi_count_30d","feat_days_since_last_hi","feat_days_since_last_lo","feat_consec_hi_streak","feat_consec_lo_streak","feat_rank_hi_rate_30d_pct","feat_rank_d_pct","feat_rank_d_rank","feat_rank_g_pct","feat_rank_g_rank","feat_rank_cum_d3_pct","feat_rank_cum_d3_rank","feat_rank_cum_d5_pct","feat_rank_cum_d5_rank","feat_rank_cum_d7_pct","feat_rank_cum_d7_rank","feat_rank_big_pct","feat_rank_big_rank","feat_rank_reg_pct","feat_rank_reg_rank","feat_daiban_raw","feat_daiban_rank_in_machine","feat_daiban_pct_in_machine","feat_is_min_daiban","feat_is_max_daiban","feat_daiban_block10","feat_neighbor_p1_hi","feat_neighbor_m1_hi","feat_neighbor_p2_hi","feat_neighbor_m2_hi","feat_block10_hi_rate_prev","feat_day_of_month","feat_day_of_week","feat_week_of_month","feat_month","feat_is_weekend","feat_is_event_day","feat_is_month_start","feat_is_month_end","feat_days_since_last_event","feat_days_until_next_event","feat_machine_m_value","feat_machine_count","feat_machine_age_days","feat_machine_base_rate","feat_machine_type_id","feat_last_ev1_hi","feat_last_ev1_d","feat_last_ev2_hi","feat_last_ev2_d","feat_last_ev3_hi","feat_last_ev3_d","feat_ev_hi_rate_3ev","feat_ev_hi_rate_5ev","feat_ext_event_g_lag1","feat_ext_event_g_lag2","feat_ext_event_g_lag3","feat_ext_days_since_last_event_hi","feat_ext_cum_event_hi_count_3","feat_ext_cum_event_hi_count_5","feat_ext_rank_cum_d14_pct","feat_ext_rank_cum_d14_rank","feat_ext_rank_cum_g3d_pct","feat_ext_rank_cum_g3d_rank","feat_ext_rank_cum_g7d_pct","feat_ext_rank_cum_g7d_rank","feat_ext_rank_cum_g14d_pct","feat_ext_rank_cum_g14d_rank","feat_ext_rank_rote_pct","feat_ext_rank_rote_rank","feat_ext_rank_cum_regp7_pct","feat_ext_rank_cum_regp7_rank","feat_ext_rank_cum_bigp7_pct","feat_ext_rank_cum_bigp7_rank","feat_ext_rank_s1_pct","feat_ext_rank_s1_rank","feat_ext_rank_hi_rate7d_pct","feat_ext_rank_hi_rate7d_rank","feat_ext_x_daiban_x_rote","feat_ext_x_daiban_x_cum_d7","feat_ext_x_daiban_x_cum_g7","feat_ext_x_rote_x_cum_d7","feat_ext_x_rote_x_ev_hi_lag1","feat_ext_x_cum_d7_x_cum_g7","feat_ext_x_s1_x_rote","feat_ext_x_s1_x_cum_d7","feat_ext_x_prev_d_x_rote","feat_ext_x_prev_g_x_rote","feat_ext_x_cum_d7_x_hi_rate7","feat_ext_x_rote_x_hi_rate7","feat_ext_x_machine_m_x_rote","feat_ext_x_machine_m_x_cum_d7","feat_ext_x_daiban_pct_x_cum_d7","feat_ext_x_daiban_pct_x_rote","feat_ext_x_prev_d_x_hi_rate7","feat_ext_x_s1_x_hi_rate7","feat_ext_x_cum_g7_x_hi_rate7","feat_ext_x_daiban_pct_x_hi_rate7","feat_ext_mean_diff_above_baseline_7d","feat_ext_volatility_7d","feat_ext_trend_d_7d","feat_ext_trend_g_7d","feat_ext_lo_count_7d","feat_ext_lo_count_30d","feat_ext_hi_streak_3d","feat_ext_rote_acceleration","feat_ext_is_7_no","feat_ext_month_sin","feat_ext_month_cos","feat_ext_day_of_week_sin","feat_ext_day_of_week_cos","feat_ext_is_holiday","feat_ext_island_id","feat_ext_island_size","feat_ext_island_hi_count_prev","feat_ext_island_hi_rate_d7","feat_ext_island_cum_hi_d7","feat_ext_island_third_or_more_d7","feat_ext_island_position_pct","feat_ext_island_neighbor_hi_prev","feat_ext_island_all_hi_prev","feat_store_hi_rate_365d","feat_store_event_boost_365d","feat_store_hi_rate_std_30d","feat_store_hi_rate_trend_30d","feat_store_machine_hi_rate_365d","feat_te_machine","feat_te_event_machine","feat_machine_low_activity_score","feat_machine_high_activity_score","feat_machine_hi_rate_12m","feat_machine_hi_rate_3m","feat_3ax_hi_rate_365d","feat_3ax_hi_rate_180d","feat_3ax_hi_rate_90d","feat_n1_pattern_match","feat_n1_rote_alignment","feat_n1_prev_event_hi","feat_n1_event_hi_streak","feat_n1_activity_x_rote"],"feat_values":{"feat_rote":[3,3,2,5,3],"feat_s1":[0.0,0.0,0.0,0.0,0.0],"feat_event":["2のつく日","2のつく日","2のつく日","2のつく日","2のつく日"],"feat_d1":[-562.0,-455.0,2147.0,-61.0,-654.0],"feat_d2":[1776.0,-496.0,2298.0,-845.0,1087.0],"feat_d3":[1886.0,1771.0,213.0,45.0,2807.0],"feat_d4":[2057.0,-920.0,-1294.0,575.0,2096.0],"feat_d5":[-1325.0,-575.0,-731.0,2718.0,-1337.0],"feat_d6":[-1390.0,3246.0,73.0,753.0,-618.0],"feat_d7":[-559.0,-120.0,-1155.0,-182.0,-822.0],"feat_g1":[1792.0,419.0,2775.0,1304.0,558.0],"feat_g2":[7638.0,3417.0,9245.0,4662.0,7717.0],"feat_g3":[7096.0,7720.0,5526.0,5395.0,8860.0],"feat_g4":[5594.0,1044.0,3812.0,4223.0,7852.0],"feat_g5":[5440.0,2958.0,1578.0,7033.0,2658.0],"feat_g6":[6392.0,5642.0,2844.0,6626.0,2089.0],"feat_g7":[7545.0,4512.0,4765.0,6411.0,4026.0],"feat_big1":[6.0,0.0,15.0,5.0,0.0],"feat_big2":[36.0,11.0,41.0,14.0,32.0],"feat_big3":[29.0,32.0,18.0,21.0,41.0],"feat_big4":[28.0,2.0,10.0,19.0,39.0],"feat_big5":[16.0,10.0,4.0,34.0,5.0],"feat_big6":[18.0,36.0,13.0,29.0,6.0],"feat_big7":[27.0,19.0,14.0,22.0,12.0],"feat_reg1":[3.0,1.0,19.0,4.0,1.0],"feat_reg2":[29.0,10.0,36.0,15.0,31.0],"feat_reg3":[40.0,33.0,27.0,16.0,40.0],"feat_reg4":[22.0,0.0,10.0,11.0,22.0],"feat_reg5":[18.0,9.0,4.0,32.0,8.0],"feat_reg6":[21.0,22.0,7.0,25.0,3.0],"feat_reg7":[25.0,12.0,16.0,23.0,14.0],"feat_s2":[3.0,0.0,5.0,3.0,4.0],"feat_s3":[5.0,6.0,5.0,3.0,5.0],"feat_s4":[5.0,0.0,0.0,3.0,3.0],"feat_s5":[1.0,0.0,0.0,6.0,0.0],"feat_s6":[3.0,1.0,0.0,1.0,0.0],"feat_s7":[2.0,1.0,1.0,4.0,3.0],"feat_hi_lag1":[0.0,0.0,0.0,0.0,0.0],"feat_hi_lag2":[0.0,0.0,1.0,0.0,0.0],"feat_hi_lag3":[1.0,1.0,1.0,0.0,1.0],"feat_hi_lag4":[1.0,0.0,0.0,0.0,0.0],"feat_hi_lag5":[0.0,0.0,0.0,1.0,0.0],"feat_hi_lag6":[0.0,0.0,0.0,0.0,0.0],"feat_hi_lag7":[0.0,0.0,0.0,0.0,0.0],"feat_cum_d_3":[3100.0,820.0,4658.0,-861.0,3240.0],"feat_cum_d_5":[3832.0,-675.0,2633.0,2432.0,3999.0],"feat_cum_d_7":[1883.0,2451.0,1551.0,3003.0,2559.0],"feat_cum_d_14":[-1239.0,1892.0,276.0,1605.0,-1015.0],"feat_cum_d_30":[930.0,5634.0,-3491.0,8886.0,-3421.0],"feat_cum_g_3":[16526.0,11556.0,17546.0,11361.0,17135.0],"feat_cum_g_5":[27560.0,15558.0,22936.0,22617.0,27645.0],"feat_cum_g_7":[41497.0,25712.0,30545.0,35654.0,33760.0],"feat_cum_g_14":[72472.0,54541.0,56380.0,53374.0,66126.0],"feat_cum_g_30":[144223.0,128104.0,95761.0,132063.0,120225.0],"feat_cum_big_3":[71.0,43.0,74.0,40.0,73.0],"feat_cum_big_5":[115.0,55.0,88.0,93.0,117.0],"feat_cum_big_7":[160.0,110.0,115.0,144.0,135.0],"feat_cum_big_14":[276.0,221.0,212.0,208.0,244.0],"feat_cum_big_30":[555.0,507.0,359.0,530.0,454.0],"feat_cum_reg_3":[72.0,44.0,82.0,35.0,72.0],"feat_cum_reg_5":[112.0,53.0,96.0,78.0,102.0],"feat_cum_reg_7":[158.0,87.0,119.0,126.0,119.0],"feat_cum_reg_14":[243.0,171.0,200.0,177.0,224.0],"feat_cum_reg_30":[488.0,450.0,302.0,434.0,383.0],"feat_cum_bigp_3":[0.42962604380975433,0.3721010730356525,0.4217485466773053,0.3520816829504445,0.42602859644003505],"feat_cum_bigp_5":[0.41727140783744554,0.35351587607661655,0.38367631670735963,0.41119511871601006,0.4232230059685296],"feat_cum_bigp_7":[0.38557004120779814,0.42781580584940887,0.3764936978228843,0.4038817523980479,0.3998815165876777],"feat_cum_regp_3":[0.43567711484932836,0.380754586362063,0.467342984155933,0.3080714725816389,0.4201925882696236],"feat_cum_regp_5":[0.40638606676342526,0.3406607533101941,0.4185559818625741,0.34487332537471815,0.36896364622897454],"feat_cum_regp_7":[0.3807504156927007,0.3383634100808961,0.3895891307906368,0.3533965333482919,0.3524881516587678],"feat_mean_d_7d":[269.0,350.14285714285717,221.57142857142858,429.0,365.57142857142856],"feat_std_d_7d":[1568.0106292156754,1552.3757522553856,1479.8803844841486,1136.4979835735153,1622.314689689072],"feat_max_d_7d":[2057.0,3246.0,2298.0,2718.0,2807.0],"feat_min_d_7d":[-1390.0,-920.0,-1294.0,-845.0,-1337.0],"feat_mean_d_14d":[-88.5,135.14285714285714,19.714285714285715,114.64285714285714,-72.5],"feat_std_d_14d":[1149.5864641085234,1134.7979730156555,1331.2855226648946,1074.2907934033547,1388.4328049445364],"feat_max_d_14d":[2057.0,3246.0,2298.0,2718.0,2807.0],"feat_min_d_14d":[-1390.0,-920.0,-1793.0,-1271.0,-1825.0],"feat_mean_d_30d":[31.0,187.8,-116.36666666666666,296.2,-114.03333333333333],"feat_std_d_30d":[1316.4694687188785,1103.0255382043683,976.5164505326658,1255.19657479588,1120.0767671761685],"feat_max_d_30d":[3724.0,3246.0,2298.0,3129.0,2807.0],"feat_min_d_30d":[-2069.0,-1009.0,-1793.0,-1858.0,-1825.0],"feat_hi_rate_7d":[0.2857142857142857,0.14285714285714285,0.2857142857142857,0.14285714285714285,0.14285714285714285],"feat_hi_count_7d":[2.0,1.0,2.0,1.0,1.0],"feat_hi_rate_14d":[0.14285714285714285,0.07142857142857142,0.14285714285714285,0.07142857142857142,0.07142857142857142],"feat_hi_count_14d":[2.0,1.0,2.0,1.0,1.0],"feat_hi_rate_30d":[0.13333333333333333,0.1,0.06666666666666667,0.16666666666666666,0.06666666666666667],"feat_hi_count_30d":[4.0,3.0,2.0,5.0,2.0],"feat_days_since_last_hi":[2.0,2.0,1.0,4.0,2.0],"feat_days_since_last_lo":[0.0,0.0,0.0,0.0,0.0],"feat_consec_hi_streak":[0.0,0.0,0.0,0.0,0.0],"feat_consec_lo_streak":[2.0,2.0,1.0,4.0,2.0],"feat_rank_hi_rate_30d_pct":[0.8,0.6,0.3,1.0,0.3],"feat_rank_d_pct":[0.8,0.6,0.2,0.4,1.0],"feat_rank_d_rank":[4.0,3.0,1.0,2.0,5.0],"feat_rank_g_pct":[0.8,0.2,1.0,0.6,0.4],"feat_rank_g_rank":[4.0,1.0,5.0,3.0,2.0],"feat_rank_cum_d3_pct":[0.4,0.8,0.6,1.0,0.2],"feat_rank_cum_d3_rank":[2.0,4.0,3.0,5.0,1.0],"feat_rank_cum_d5_pct":[0.8,0.6,1.0,0.4,0.2],"feat_rank_cum_d5_rank":[4.0,3.0,5.0,2.0,1.0],"feat_rank_cum_d7_pct":[0.8,0.2,1.0,0.6,0.4],"feat_rank_cum_d7_rank":[4.0,1.0,5.0,3.0,2.0],"feat_rank_big_pct":[0.4,0.9,0.2,0.6,0.9],"feat_rank_big_rank":[2.0,4.0,1.0,3.0,4.0],"feat_rank_reg_pct":[0.6,0.9,0.2,0.4,0.9],"feat_rank_reg_rank":[3.0,4.0,1.0,2.0,4.0],"feat_daiban_raw":[266,267,268,269,270],"feat_daiban_rank_in_machine":[1.0,2.0,3.0,4.0,5.0],"feat_daiban_pct_in_machine":[0.2,0.4,0.6,0.8,1.0],"feat_is_min_daiban":[1,0,0,0,0],"feat_is_max_daiban":[0,0,0,0,1],"feat_daiban_block10":[26,26,26,26,27],"feat_neighbor_p1_hi":[0.0,0.0,0.0,0.0,null],"feat_neighbor_m1_hi":[null,0.0,0.0,0.0,0.0],"feat_neighbor_p2_hi":[0.0,0.0,0.0,null,null],"feat_neighbor_m2_hi":[null,null,0.0,0.0,0.0],"feat_block10_hi_rate_prev":[0.0,0.0,0.0,0.0,0.0],"feat_day_of_month":[2,2,2,2,2],"feat_day_of_week":[5,5,5,5,5],"feat_week_of_month":[1,1,1,1,1],"feat_month":[5,5,5,5,5],"feat_is_weekend":[1,1,1,1,1],"feat_is_event_day":[0,0,0,0,0],"feat_is_month_start":[1,1,1,1,1],"feat_is_month_end":[0,0,0,0,0],"feat_days_since_last_event":[7,7,7,7,7],"feat_days_until_next_event":[3,3,3,3,3],"feat_machine_m_value":[3,3,3,3,3],"feat_machine_count":[5,5,5,5,5],"feat_machine_age_days":[362,362,362,362,362],"feat_machine_base_rate":[0.08781725888324873,0.08781725888324873,0.08781725888324873,0.08781725888324873,0.08781725888324873],"feat_machine_type_id":[2,2,2,2,2],"feat_last_ev1_hi":[0.0,0.0,0.0,0.0,0.0],"feat_last_ev1_d":[-559.0,-120.0,-1155.0,-182.0,-822.0],"feat_last_ev2_hi":[0.0,0.0,0.0,0.0,0.0],"feat_last_ev2_d":[-1005.0,-411.0,-280.0,1011.0,-671.0],"feat_last_ev3_hi":[0.0,1.0,0.0,0.0,0.0],"feat_last_ev3_d":[450.0,2589.0,-716.0,-399.0,1072.0],"feat_ev_hi_rate_3ev":[0.0,0.3333333333333333,0.0,0.0,0.0],"feat_ev_hi_rate_5ev":[0.0,0.2,0.0,0.2,0.0],"feat_ext_event_g_lag1":[7545.0,4512.0,4765.0,6411.0,4026.0],"feat_ext_event_g_lag2":[1411.0,5687.0,1159.0,4909.0,924.0],"feat_ext_event_g_lag3":[5008.0,7352.0,2682.0,4767.0,6213.0],"feat_ext_days_since_last_event_hi":[128.0,27.0,117.0,38.0,148.0],"feat_ext_cum_event_hi_count_3":[0.0,1.0,0.0,0.0,0.0],"feat_ext_cum_event_hi_count_5":[0.0,1.0,0.0,1.0,0.0],"feat_ext_rank_cum_d14_pct":[1.0,0.20000000298023224,0.6000000238418579,0.4000000059604645,0.800000011920929],"feat_ext_rank_cum_d14_rank":[5.0,1.0,3.0,2.0,4.0],"feat_ext_rank_cum_g3d_pct":[0.6000000238418579,0.4000000059604645,1.0,0.20000000298023224,0.800000011920929],"feat_ext_rank_cum_g3d_rank":[3.0,2.0,5.0,1.0,4.0],"feat_ext_rank_cum_g7d_pct":[1.0,0.20000000298023224,0.4000000059604645,0.800000011920929,0.6000000238418579],"feat_ext_rank_cum_g7d_rank":[5.0,1.0,2.0,4.0,3.0],"feat_ext_rank_cum_g14d_pct":[1.0,0.4000000059604645,0.6000000238418579,0.20000000298023224,0.800000011920929],"feat_ext_rank_cum_g14d_rank":[5.0,2.0,3.0,1.0,4.0],"feat_ext_rank_rote_pct":[0.6000000238418579,0.6000000238418579,0.20000000298023224,1.0,0.6000000238418579],"feat_ext_rank_rote_rank":[2.0,2.0,1.0,5.0,2.0],"feat_ext_rank_cum_regp7_pct":[0.4000000059604645,1.0,0.20000000298023224,0.6000000238418579,0.800000011920929],"feat_ext_rank_cum_regp7_rank":[2.0,5.0,1.0,3.0,4.0],"feat_ext_rank_cum_bigp7_pct":[0.800000011920929,0.20000000298023224,1.0,0.4000000059604645,0.6000000238418579],"feat_ext_rank_cum_bigp7_rank":[4.0,1.0,5.0,2.0,3.0],"feat_ext_rank_s1_pct":[0.6000000238418579,0.6000000238418579,0.6000000238418579,0.6000000238418579,0.6000000238418579],"feat_ext_rank_s1_rank":[1.0,1.0,1.0,1.0,1.0],"feat_ext_rank_hi_rate7d_pct":[0.30000001192092896,0.800000011920929,0.30000001192092896,0.800000011920929,0.800000011920929],"feat_ext_rank_hi_rate7d_rank":[1.0,3.0,1.0,3.0,3.0],"feat_ext_x_daiban_x_rote":[798.0,801.0,536.0,1345.0,810.0],"feat_ext_x_daiban_x_cum_d7":[500878.0,654417.0,415668.0,807807.0,690930.0],"feat_ext_x_daiban_x_cum_g7":[11038202.0,6865104.0,8186060.0,9590926.0,9115200.0],"feat_ext_x_rote_x_cum_d7":[5649.0,7353.0,3102.0,15015.0,7677.0],"feat_ext_x_rote_x_ev_hi_lag1":[0.0,0.0,0.0,0.0,0.0],"feat_ext_x_cum_d7_x_cum_g7":[78138848.0,63020112.0,47375296.0,107068960.0,86391840.0],"feat_ext_x_s1_x_rote":[0.0,0.0,0.0,0.0,0.0],"feat_ext_x_s1_x_cum_d7":[0.0,0.0,0.0,0.0,0.0],"feat_ext_x_prev_d_x_rote":[-1686.0,-1365.0,4294.0,-305.0,-1962.0],"feat_ext_x_prev_g_x_rote":[5376.0,1257.0,5550.0,6520.0,1674.0],"feat_ext_x_cum_d7_x_hi_rate7":[538.0,350.1428527832031,443.1428527832031,429.0,365.5714416503906],"feat_ext_x_rote_x_hi_rate7":[0.8571428656578064,0.4285714328289032,0.5714285969734192,0.7142857313156128,0.4285714328289032],"feat_ext_x_machine_m_x_rote":[9.0,9.0,6.0,15.0,9.0],"feat_ext_x_machine_m_x_cum_d7":[5649.0,7353.0,4653.0,9009.0,7677.0],"feat_ext_x_daiban_pct_x_cum_d7":[376.6000061035156,980.4000244140625,930.5999755859375,2402.39990234375,2559.0],"feat_ext_x_daiban_pct_x_rote":[0.6000000238418579,1.2000000476837158,1.2000000476837158,4.0,3.0],"feat_ext_x_prev_d_x_hi_rate7":[-160.57142639160156,-65.0,613.4285888671875,-8.714285850524902,-93.42857360839844],"feat_ext_x_s1_x_hi_rate7":[0.0,0.0,0.0,0.0,0.0],"feat_ext_x_cum_g7_x_hi_rate7":[11856.2861328125,3673.142822265625,8727.142578125,5093.4287109375,4822.85693359375],"feat_ext_x_daiban_pct_x_hi_rate7":[0.05714285746216774,0.05714285746216774,0.17142857611179352,0.11428571492433548,0.1428571492433548],"feat_ext_mean_diff_above_baseline_7d":[1971.5,1771.0,1255.5,2718.0,2807.0],"feat_ext_volatility_7d":[5.829035758972168,4.433549880981445,6.679021835327148,2.649179458618164,4.437750339508057],"feat_ext_trend_d_7d":[340.5,-219.39285278320312,546.4285888671875,-196.64285278320312,287.78570556640625],"feat_ext_trend_g_7d":[-468.25,-427.3928527832031,385.0,-745.9642944335938,251.92857360839844],"feat_ext_lo_count_7d":[5.0,6.0,5.0,6.0,6.0],"feat_ext_lo_count_30d":[26.0,27.0,28.0,25.0,28.0],"feat_ext_hi_streak_3d":[0.0,0.0,0.0,0.0,0.0],"feat_ext_rote_acceleration":[1.0,1.0,1.0,1.0,1.0],"feat_ext_is_7_no":[0.0,0.0,0.0,0.0,0.0],"feat_ext_month_sin":[0.5,0.5,0.5,0.5,0.5],"feat_ext_month_cos":[-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142],"feat_ext_day_of_week_sin":[-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797],"feat_ext_day_of_week_cos":[-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867],"feat_ext_is_holiday":[0.0,0.0,0.0,0.0,0.0],"feat_ext_island_id":[null,null,null,null,null],"feat_ext_island_size":[null,null,null,null,null],"feat_ext_island_hi_count_prev":[null,null,null,null,null],"feat_ext_island_hi_rate_d7":[null,null,null,null,null],"feat_ext_island_cum_hi_d7":[null,null,null,null,null],"feat_ext_island_third_or_more_d7":[null,null,null,null,null],"feat_ext_island_position_pct":[null,null,null,null,null],"feat_ext_island_neighbor_hi_prev":[null,null,null,null,null],"feat_ext_island_all_hi_prev":[null,null,null,null,null],"feat_store_hi_rate_365d":[0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252],"feat_store_event_boost_365d":[-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675],"feat_store_hi_rate_std_30d":[0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913],"feat_store_hi_rate_trend_30d":[-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05],"feat_store_machine_hi_rate_365d":[0.09060773253440857,0.09060773253440857,0.09060773253440857,0.09060773253440857,0.09060773253440857],"feat_te_machine":[0.0884692519903183,0.0884692519903183,0.0884692519903183,0.0884692519903183,0.0884692519903183],"feat_te_event_machine":[0.0849316343665123,0.0849316343665123,0.0849316343665123,0.0849316343665123,0.0849316343665123],"feat_machine_low_activity_score":[0.0,0.800000011920929,0.6000000238418579,0.20000000298023224,0.4000000059604645],"feat_machine_high_activity_score":[1.0,0.20000000298023224,0.4000000059604645,0.800000011920929,0.6000000238418579],"feat_machine_hi_rate_12m":[0.09060773253440857,0.09060773253440857,0.09060773253440857,0.09060773253440857,0.09060773253440857],"feat_machine_hi_rate_3m":[0.08764044940471649,0.08764044940471649,0.08764044940471649,0.08764044940471649,0.08764044940471649],"feat_3ax_hi_rate_365d":[0.08711656183004379,0.08711656183004379,0.08711656183004379,0.08711656183004379,0.08711656183004379],"feat_3ax_hi_rate_180d":[0.09937888383865356,0.09937888383865356,0.09937888383865356,0.09937888383865356,0.09937888383865356],"feat_3ax_hi_rate_90d":[0.09000000357627869,0.09000000357627869,0.09000000357627869,0.09000000357627869,0.09000000357627869],"feat_n1_pattern_match":[1.0,0.20000000298023224,0.4000000059604645,0.800000011920929,0.6000000238418579],"feat_n1_rote_alignment":[0.13333334028720856,0.13333334028720856,0.06666667014360428,0.2666666805744171,0.13333334028720856],"feat_n1_prev_event_hi":[0.0,0.0,0.0,0.0,0.0],"feat_n1_event_hi_streak":[0.0,0.0,0.0,0.0,0.0],"feat_n1_activity_x_rote":[0.13333334028720856,0.0266666691750288,0.0266666691750288,0.2133333534002304,0.08000000566244125]},"raw_data":{},"台番号":[266,267,268,269,270]},"ネオアイムジャグラーEX":{"lgbm":[{"台番号":300,"lgbm_score":-1.010620337562812,"lgbm_rank":2},{"台番号":301,"lgbm_score":-1.5841673381801944,"lgbm_rank":5},{"台番号":302,"lgbm_score":-0.9739189522187163,"lgbm_rank":1},{"台番号":303,"lgbm_score":-1.1875970335167496,"lgbm_rank":3},{"台番号":304,"lgbm_score":-2.114924407340527,"lgbm_rank":6},{"台番号":305,"lgbm_score":-1.3416404245189437,"lgbm_rank":4},{"台番号":306,"lgbm_score":-2.1922776079071546,"lgbm_rank":7}],"catboost":{"台番号":[300,301,302,303,304,305,306],"catboost_score":[0.9699771285207367,0.008815247405185075,0.9729938599500009,0.9851842034167537,0.0067319760513520135,0.9672762794702212,0.006548179416628111]},"top1_lgbm":302,"p_at_1":0.1667,"model_type":"lambdarank","feat_cols":["feat_rote","feat_s1","feat_event","feat_d1","feat_d2","feat_d3","feat_d4","feat_d5","feat_d6","feat_d7","feat_g1","feat_g2","feat_g3","feat_g4","feat_g5","feat_g6","feat_g7","feat_big1","feat_big2","feat_big3","feat_big4","feat_big5","feat_big6","feat_big7","feat_reg1","feat_reg2","feat_reg3","feat_reg4","feat_reg5","feat_reg6","feat_reg7","feat_s2","feat_s3","feat_s4","feat_s5","feat_s6","feat_s7","feat_hi_lag1","feat_hi_lag2","feat_hi_lag3","feat_hi_lag4","feat_hi_lag5","feat_hi_lag6","feat_hi_lag7","feat_cum_d_3","feat_cum_d_5","feat_cum_d_7","feat_cum_d_14","feat_cum_d_30","feat_cum_g_3","feat_cum_g_5","feat_cum_g_7","feat_cum_g_14","feat_cum_g_30","feat_cum_big_3","feat_cum_big_5","feat_cum_big_7","feat_cum_big_14","feat_cum_big_30","feat_cum_reg_3","feat_cum_reg_5","feat_cum_reg_7","feat_cum_reg_14","feat_cum_reg_30","feat_cum_bigp_3","feat_cum_bigp_5","feat_cum_bigp_7","feat_cum_regp_3","feat_cum_regp_5","feat_cum_regp_7","feat_mean_d_7d","feat_std_d_7d","feat_max_d_7d","feat_min_d_7d","feat_mean_d_14d","feat_std_d_14d","feat_max_d_14d","feat_min_d_14d","feat_mean_d_30d","feat_std_d_30d","feat_max_d_30d","feat_min_d_30d","feat_hi_rate_7d","feat_hi_count_7d","feat_hi_rate_14d","feat_hi_count_14d","feat_hi_rate_30d","feat_hi_count_30d","feat_days_since_last_hi","feat_days_since_last_lo","feat_consec_hi_streak","feat_consec_lo_streak","feat_rank_hi_rate_30d_pct","feat_rank_d_pct","feat_rank_d_rank","feat_rank_g_pct","feat_rank_g_rank","feat_rank_cum_d3_pct","feat_rank_cum_d3_rank","feat_rank_cum_d5_pct","feat_rank_cum_d5_rank","feat_rank_cum_d7_pct","feat_rank_cum_d7_rank","feat_rank_big_pct","feat_rank_big_rank","feat_rank_reg_pct","feat_rank_reg_rank","feat_daiban_raw","feat_daiban_rank_in_machine","feat_daiban_pct_in_machine","feat_is_min_daiban","feat_is_max_daiban","feat_daiban_block10","feat_neighbor_p1_hi","feat_neighbor_m1_hi","feat_neighbor_p2_hi","feat_neighbor_m2_hi","feat_block10_hi_rate_prev","feat_day_of_month","feat_day_of_week","feat_week_of_month","feat_month","feat_is_weekend","feat_is_event_day","feat_is_month_start","feat_is_month_end","feat_days_since_last_event","feat_days_until_next_event","feat_machine_m_value","feat_machine_count","feat_machine_age_days","feat_machine_base_rate","feat_machine_type_id","feat_last_ev1_hi","feat_last_ev1_d","feat_last_ev2_hi","feat_last_ev2_d","feat_last_ev3_hi","feat_last_ev3_d","feat_ev_hi_rate_3ev","feat_ev_hi_rate_5ev","feat_ext_event_g_lag1","feat_ext_event_g_lag2","feat_ext_event_g_lag3","feat_ext_days_since_last_event_hi","feat_ext_cum_event_hi_count_3","feat_ext_cum_event_hi_count_5","feat_ext_rank_cum_d14_pct","feat_ext_rank_cum_d14_rank","feat_ext_rank_cum_g3d_pct","feat_ext_rank_cum_g3d_rank","feat_ext_rank_cum_g7d_pct","feat_ext_rank_cum_g7d_rank","feat_ext_rank_cum_g14d_pct","feat_ext_rank_cum_g14d_rank","feat_ext_rank_rote_pct","feat_ext_rank_rote_rank","feat_ext_rank_cum_regp7_pct","feat_ext_rank_cum_regp7_rank","feat_ext_rank_cum_bigp7_pct","feat_ext_rank_cum_bigp7_rank","feat_ext_rank_s1_pct","feat_ext_rank_s1_rank","feat_ext_rank_hi_rate7d_pct","feat_ext_rank_hi_rate7d_rank","feat_ext_x_daiban_x_rote","feat_ext_x_daiban_x_cum_d7","feat_ext_x_daiban_x_cum_g7","feat_ext_x_rote_x_cum_d7","feat_ext_x_rote_x_ev_hi_lag1","feat_ext_x_cum_d7_x_cum_g7","feat_ext_x_s1_x_rote","feat_ext_x_s1_x_cum_d7","feat_ext_x_prev_d_x_rote","feat_ext_x_prev_g_x_rote","feat_ext_x_cum_d7_x_hi_rate7","feat_ext_x_rote_x_hi_rate7","feat_ext_x_machine_m_x_rote","feat_ext_x_machine_m_x_cum_d7","feat_ext_x_daiban_pct_x_cum_d7","feat_ext_x_daiban_pct_x_rote","feat_ext_x_prev_d_x_hi_rate7","feat_ext_x_s1_x_hi_rate7","feat_ext_x_cum_g7_x_hi_rate7","feat_ext_x_daiban_pct_x_hi_rate7","feat_ext_mean_diff_above_baseline_7d","feat_ext_volatility_7d","feat_ext_trend_d_7d","feat_ext_trend_g_7d","feat_ext_lo_count_7d","feat_ext_lo_count_30d","feat_ext_hi_streak_3d","feat_ext_rote_acceleration","feat_ext_is_7_no","feat_ext_month_sin","feat_ext_month_cos","feat_ext_day_of_week_sin","feat_ext_day_of_week_cos","feat_ext_is_holiday","feat_ext_island_id","feat_ext_island_size","feat_ext_island_hi_count_prev","feat_ext_island_hi_rate_d7","feat_ext_island_cum_hi_d7","feat_ext_island_third_or_more_d7","feat_ext_island_position_pct","feat_ext_island_neighbor_hi_prev","feat_ext_island_all_hi_prev","feat_store_hi_rate_365d","feat_store_event_boost_365d","feat_store_hi_rate_std_30d","feat_store_hi_rate_trend_30d","feat_store_machine_hi_rate_365d","feat_te_machine","feat_te_event_machine","feat_machine_low_activity_score","feat_machine_high_activity_score","feat_machine_hi_rate_12m","feat_machine_hi_rate_3m","feat_3ax_hi_rate_365d","feat_3ax_hi_rate_180d","feat_3ax_hi_rate_90d","feat_n1_pattern_match","feat_n1_rote_alignment","feat_n1_prev_event_hi","feat_n1_event_hi_streak","feat_n1_activity_x_rote"],"feat_values":{"feat_rote":[3,7,3,10,2,6,2],"feat_s1":[0.0,0.0,4.0,0.0,0.0,0.0,0.0],"feat_event":["2のつく日","2のつく日","2のつく日","2のつく日","2のつく日","2のつく日","2のつく日"],"feat_d1":[-618.0,-510.0,290.0,-525.0,-1131.0,-388.0,-346.0],"feat_d2":[1378.0,447.0,-2163.0,-1555.0,991.0,-598.0,-120.0],"feat_d3":[2926.0,29.0,333.0,-1061.0,709.0,-28.0,-585.0],"feat_d4":[-14.0,-182.0,371.0,-290.0,-398.0,539.0,-271.0],"feat_d5":[-615.0,-289.0,-1033.0,-592.0,693.0,336.0,-971.0],"feat_d6":[-359.0,-2.0,205.0,-2084.0,-529.0,628.0,-259.0],"feat_d7":[1726.0,473.0,-159.0,-106.0,963.0,-1112.0,1181.0],"feat_g1":[2473.0,1625.0,4474.0,771.0,3313.0,866.0,1525.0],"feat_g2":[5231.0,6376.0,3026.0,3624.0,8077.0,1276.0,8172.0],"feat_g3":[6437.0,1268.0,6720.0,4457.0,4655.0,3635.0,1503.0],"feat_g4":[4688.0,3976.0,2054.0,3274.0,1275.0,3961.0,1021.0],"feat_g5":[2681.0,4175.0,5517.0,3706.0,2022.0,3328.0,4334.0],"feat_g6":[762.0,2943.0,3306.0,2531.0,1464.0,4312.0,683.0],"feat_g7":[3476.0,7677.0,852.0,2429.0,4769.0,1154.0,3078.0],"feat_big1":[7.0,5.0,18.0,1.0,9.0,2.0,6.0],"feat_big2":[24.0,27.0,5.0,8.0,26.0,4.0,27.0],"feat_big3":[33.0,5.0,22.0,11.0,18.0,14.0,3.0],"feat_big4":[18.0,14.0,7.0,7.0,4.0,17.0,3.0],"feat_big5":[9.0,14.0,17.0,12.0,11.0,14.0,13.0],"feat_big6":[2.0,12.0,14.0,2.0,4.0,16.0,2.0],"feat_big7":[22.0,27.0,3.0,8.0,19.0,1.0,16.0],"feat_reg1":[7.0,3.0,14.0,2.0,8.0,3.0,2.0],"feat_reg2":[13.0,13.0,4.0,9.0,39.0,0.0,27.0],"feat_reg3":[23.0,2.0,30.0,15.0,16.0,11.0,4.0],"feat_reg4":[14.0,12.0,9.0,19.0,2.0,11.0,3.0],"feat_reg5":[5.0,12.0,14.0,12.0,4.0,8.0,8.0],"feat_reg6":[1.0,4.0,8.0,7.0,3.0,17.0,1.0],"feat_reg7":[5.0,29.0,1.0,9.0,16.0,2.0,11.0],"feat_s2":[2.0,1.0,0.0,0.0,6.0,0.0,6.0],"feat_s3":[6.0,0.0,5.0,3.0,6.0,0.0,0.0],"feat_s4":[3.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_s5":[0.0,3.0,2.0,0.0,0.0,0.0,1.0],"feat_s6":[0.0,0.0,0.0,0.0,0.0,6.0,0.0],"feat_s7":[0.0,5.0,0.0,0.0,6.0,0.0,0.0],"feat_hi_lag1":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag2":[0.0,0.0,0.0,0.0,1.0,0.0,1.0],"feat_hi_lag3":[1.0,0.0,1.0,0.0,1.0,0.0,0.0],"feat_hi_lag4":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag5":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag6":[0.0,0.0,0.0,0.0,0.0,1.0,0.0],"feat_hi_lag7":[0.0,1.0,0.0,0.0,1.0,0.0,0.0],"feat_cum_d_3":[3686.0,-34.0,-1540.0,-3141.0,569.0,-1014.0,-1051.0],"feat_cum_d_5":[3057.0,-505.0,-2202.0,-4023.0,864.0,-139.0,-2293.0],"feat_cum_d_7":[4424.0,-34.0,-2156.0,-6213.0,1298.0,-623.0,-1371.0],"feat_cum_d_14":[2187.0,-232.0,13.0,-7718.0,-92.0,2633.0,-2258.0],"feat_cum_d_30":[-1235.0,-4057.0,-1024.0,-13768.0,2949.0,667.0,-565.0],"feat_cum_g_3":[14141.0,9269.0,14220.0,8852.0,16045.0,5777.0,11200.0],"feat_cum_g_5":[21510.0,17420.0,21791.0,15832.0,19342.0,13066.0,16555.0],"feat_cum_g_7":[25748.0,28040.0,25949.0,20792.0,25575.0,18532.0,20316.0],"feat_cum_g_14":[41448.0,41792.0,47215.0,44964.0,35500.0,42343.0,37326.0],"feat_cum_g_30":[90104.0,88062.0,92523.0,85784.0,75143.0,86521.0,68851.0],"feat_cum_big_3":[64.0,37.0,45.0,20.0,53.0,20.0,36.0],"feat_cum_big_5":[91.0,65.0,69.0,39.0,68.0,51.0,52.0],"feat_cum_big_7":[115.0,104.0,86.0,49.0,91.0,68.0,70.0],"feat_cum_big_14":[169.0,163.0,174.0,136.0,128.0,165.0,126.0],"feat_cum_big_30":[325.0,313.0,336.0,264.0,281.0,314.0,253.0],"feat_cum_reg_3":[43.0,18.0,48.0,26.0,63.0,14.0,33.0],"feat_cum_reg_5":[62.0,42.0,71.0,57.0,69.0,33.0,44.0],"feat_cum_reg_7":[68.0,75.0,80.0,73.0,88.0,52.0,56.0],"feat_cum_reg_14":[97.0,96.0,143.0,137.0,103.0,126.0,105.0],"feat_cum_reg_30":[264.0,243.0,270.0,241.0,228.0,264.0,185.0],"feat_cum_bigp_3":[0.4525846828371402,0.399180062574172,0.31645569620253167,0.22593764121102575,0.3303209722655033,0.3462004500605851,0.3214285714285714],"feat_cum_bigp_5":[0.4230590423059042,0.3731343283582089,0.31664448625579367,0.2463365336028297,0.351566539137628,0.3903260370427063,0.31410450015101177],"feat_cum_bigp_7":[0.4466366319714153,0.37089871611982883,0.3314193225172454,0.23566756444786457,0.35581622678396874,0.3669328728685517,0.3445560149635755],"feat_cum_regp_3":[0.3040803337812036,0.19419570611716475,0.33755274261603374,0.2937189335743335,0.39264568401371147,0.24234031504240958,0.29464285714285715],"feat_cum_regp_5":[0.2882380288238029,0.24110218140068884,0.32582258730668623,0.3600303183425973,0.35673663530141664,0.25256390632175113,0.26578073089701],"feat_cum_regp_7":[0.26409818238309773,0.2674750356633381,0.30829704420208875,0.3510965756060023,0.34408602150537637,0.2805957263112454,0.2756448119708604],"feat_mean_d_7d":[632.0,-4.857142857142857,-308.0,-887.5714285714286,185.42857142857142,-89.0,-195.85714285714286],"feat_std_d_7d":[1386.4038613141074,365.368046665018,955.8195436378144,718.0698334523502,853.3365606337782,643.9241673779093,669.0721008908365],"feat_max_d_7d":[2926.0,473.0,371.0,-106.0,991.0,628.0,1181.0],"feat_min_d_7d":[-618.0,-510.0,-2163.0,-2084.0,-1131.0,-1112.0,-971.0],"feat_mean_d_14d":[156.21428571428572,-16.571428571428573,0.9285714285714286,-551.2857142857143,-6.571428571428571,188.07142857142858,-161.28571428571428],"feat_std_d_14d":[1088.89670192931,451.920979186153,1015.0606245089851,878.3829048157347,649.1393964657788,942.306047318591,653.7473551729329],"feat_max_d_14d":[2926.0,655.0,2487.0,1821.0,991.0,2206.0,1181.0],"feat_min_d_14d":[-752.0,-662.0,-2163.0,-2084.0,-1131.0,-1112.0,-1068.0],"feat_mean_d_30d":[-41.166666666666664,-135.23333333333332,-34.13333333333333,-458.93333333333334,98.3,22.233333333333334,-18.833333333333332],"feat_std_d_30d":[855.1443952816429,689.191214312151,951.3343345490867,697.5982409289212,933.952341322655,845.7887436296227,779.984221031087],"feat_max_d_30d":[2926.0,1864.0,2487.0,1821.0,3456.0,2206.0,2129.0],"feat_min_d_30d":[-776.0,-1380.0,-2163.0,-2084.0,-1277.0,-1112.0,-1068.0],"feat_hi_rate_7d":[0.14285714285714285,0.14285714285714285,0.14285714285714285,0.0,0.42857142857142855,0.14285714285714285,0.14285714285714285],"feat_hi_count_7d":[1.0,1.0,1.0,0.0,3.0,1.0,1.0],"feat_hi_rate_14d":[0.07142857142857142,0.07142857142857142,0.14285714285714285,0.07142857142857142,0.21428571428571427,0.21428571428571427,0.14285714285714285],"feat_hi_count_14d":[1.0,1.0,2.0,1.0,3.0,3.0,2.0],"feat_hi_rate_30d":[0.13333333333333333,0.13333333333333333,0.1,0.06666666666666667,0.16666666666666666,0.13333333333333333,0.06666666666666667],"feat_hi_count_30d":[4.0,4.0,3.0,2.0,5.0,4.0,2.0],"feat_days_since_last_hi":[2.0,6.0,2.0,9.0,1.0,5.0,1.0],"feat_days_since_last_lo":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_consec_hi_streak":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_consec_lo_streak":[2.0,6.0,2.0,9.0,1.0,5.0,1.0],"feat_rank_hi_rate_30d_pct":[0.7142857142857143,0.7142857142857143,0.42857142857142855,0.21428571428571427,1.0,0.7142857142857143,0.21428571428571427],"feat_rank_d_pct":[0.8571428571428571,0.5714285714285714,0.14285714285714285,0.7142857142857143,1.0,0.42857142857142855,0.2857142857142857],"feat_rank_d_rank":[6.0,4.0,1.0,5.0,7.0,3.0,2.0],"feat_rank_g_pct":[0.7142857142857143,0.5714285714285714,1.0,0.14285714285714285,0.8571428571428571,0.2857142857142857,0.42857142857142855],"feat_rank_g_rank":[5.0,4.0,7.0,1.0,6.0,2.0,3.0],"feat_rank_cum_d3_pct":[0.14285714285714285,0.42857142857142855,0.8571428571428571,1.0,0.2857142857142857,0.5714285714285714,0.7142857142857143],"feat_rank_cum_d3_rank":[1.0,3.0,6.0,7.0,2.0,4.0,5.0],"feat_rank_cum_d5_pct":[0.14285714285714285,0.5714285714285714,0.8571428571428571,1.0,0.2857142857142857,0.42857142857142855,0.7142857142857143],"feat_rank_cum_d5_rank":[1.0,4.0,6.0,7.0,2.0,3.0,5.0],"feat_rank_cum_d7_pct":[0.14285714285714285,0.5714285714285714,0.8571428571428571,1.0,0.2857142857142857,0.42857142857142855,0.7142857142857143],"feat_rank_cum_d7_rank":[1.0,4.0,6.0,7.0,2.0,3.0,5.0],"feat_rank_big_pct":[0.42857142857142855,0.7142857142857143,0.14285714285714285,1.0,0.2857142857142857,0.8571428571428571,0.5714285714285714],"feat_rank_big_rank":[3.0,5.0,1.0,7.0,2.0,6.0,4.0],"feat_rank_reg_pct":[0.42857142857142855,0.6428571428571429,0.14285714285714285,0.9285714285714286,0.2857142857142857,0.6428571428571429,0.9285714285714286],"feat_rank_reg_rank":[3.0,4.0,1.0,6.0,2.0,4.0,6.0],"feat_daiban_raw":[300,301,302,303,304,305,306],"feat_daiban_rank_in_machine":[1.0,2.0,3.0,4.0,5.0,6.0,7.0],"feat_daiban_pct_in_machine":[0.14285714285714285,0.2857142857142857,0.42857142857142855,0.5714285714285714,0.7142857142857143,0.8571428571428571,1.0],"feat_is_min_daiban":[1,0,0,0,0,0,0],"feat_is_max_daiban":[0,0,0,0,0,0,1],"feat_daiban_block10":[30,30,30,30,30,30,30],"feat_neighbor_p1_hi":[0.0,0.0,0.0,0.0,0.0,0.0,null],"feat_neighbor_m1_hi":[null,0.0,0.0,0.0,0.0,0.0,0.0],"feat_neighbor_p2_hi":[0.0,0.0,0.0,0.0,0.0,null,null],"feat_neighbor_m2_hi":[null,null,0.0,0.0,0.0,0.0,0.0],"feat_block10_hi_rate_prev":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_day_of_month":[2,2,2,2,2,2,2],"feat_day_of_week":[5,5,5,5,5,5,5],"feat_week_of_month":[1,1,1,1,1,1,1],"feat_month":[5,5,5,5,5,5,5],"feat_is_weekend":[1,1,1,1,1,1,1],"feat_is_event_day":[0,0,0,0,0,0,0],"feat_is_month_start":[1,1,1,1,1,1,1],"feat_is_month_end":[0,0,0,0,0,0,0],"feat_days_since_last_event":[7,7,7,7,7,7,7],"feat_days_until_next_event":[3,3,3,3,3,3,3],"feat_machine_m_value":[12,12,12,12,12,12,12],"feat_machine_count":[7,7,7,7,7,7,7],"feat_machine_age_days":[387,387,362,362,362,362,362],"feat_machine_base_rate":[0.0741693963500234,0.0741693963500234,0.0741693963500234,0.0741693963500234,0.0741693963500234,0.0741693963500234,0.0741693963500234],"feat_machine_type_id":[1,1,1,1,1,1,1],"feat_last_ev1_hi":[0.0,1.0,0.0,0.0,1.0,0.0,0.0],"feat_last_ev1_d":[1726.0,473.0,-159.0,-106.0,963.0,-1112.0,1181.0],"feat_last_ev2_hi":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_last_ev2_d":[-673.0,-638.0,-671.0,58.0,-547.0,-565.0,478.0],"feat_last_ev3_hi":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_last_ev3_d":[-541.0,-1380.0,-292.0,-550.0,-274.0,-417.0,561.0],"feat_ev_hi_rate_3ev":[0.0,0.3333333333333333,0.0,0.0,0.3333333333333333,0.0,0.0],"feat_ev_hi_rate_5ev":[0.4,0.2,0.2,0.0,0.2,0.0,0.0],"feat_ext_event_g_lag1":[3476.0,7677.0,852.0,2429.0,4769.0,1154.0,3078.0],"feat_ext_event_g_lag2":[2041.0,1636.0,768.0,1276.0,751.0,3681.0,2650.0],"feat_ext_event_g_lag3":[2445.0,4419.0,806.0,4997.0,1036.0,3517.0,2481.0],"feat_ext_days_since_last_event_hi":[38.0,7.0,38.0,58.0,7.0,168.0,301.0],"feat_ext_cum_event_hi_count_3":[0.0,1.0,0.0,0.0,1.0,0.0,0.0],"feat_ext_cum_event_hi_count_5":[2.0,1.0,1.0,0.0,1.0,0.0,0.0],"feat_ext_rank_cum_d14_pct":[0.2857142984867096,0.7142857313156128,0.4285714328289032,1.0,0.5714285969734192,0.1428571492433548,0.8571428656578064],"feat_ext_rank_cum_d14_rank":[2.0,5.0,3.0,7.0,4.0,1.0,6.0],"feat_ext_rank_cum_g3d_pct":[0.7142857313156128,0.4285714328289032,0.8571428656578064,0.2857142984867096,1.0,0.1428571492433548,0.5714285969734192],"feat_ext_rank_cum_g3d_rank":[5.0,3.0,6.0,2.0,7.0,1.0,4.0],"feat_ext_rank_cum_g7d_pct":[0.7142857313156128,1.0,0.8571428656578064,0.4285714328289032,0.5714285969734192,0.1428571492433548,0.2857142984867096],"feat_ext_rank_cum_g7d_rank":[5.0,7.0,6.0,3.0,4.0,1.0,2.0],"feat_ext_rank_cum_g14d_pct":[0.4285714328289032,0.5714285969734192,1.0,0.8571428656578064,0.1428571492433548,0.7142857313156128,0.2857142984867096],"feat_ext_rank_cum_g14d_rank":[3.0,4.0,7.0,6.0,1.0,5.0,2.0],"feat_ext_rank_rote_pct":[0.5,0.8571428656578064,0.5,1.0,0.2142857164144516,0.7142857313156128,0.2142857164144516],"feat_ext_rank_rote_rank":[3.0,6.0,3.0,7.0,1.0,5.0,1.0],"feat_ext_rank_cum_regp7_pct":[1.0,0.8571428656578064,0.4285714328289032,0.1428571492433548,0.2857142984867096,0.5714285969734192,0.7142857313156128],"feat_ext_rank_cum_regp7_rank":[7.0,6.0,3.0,1.0,2.0,4.0,5.0],"feat_ext_rank_cum_bigp7_pct":[0.1428571492433548,0.2857142984867096,0.8571428656578064,1.0,0.5714285969734192,0.4285714328289032,0.7142857313156128],"feat_ext_rank_cum_bigp7_rank":[1.0,2.0,6.0,7.0,4.0,3.0,5.0],"feat_ext_rank_s1_pct":[0.6428571343421936,0.6428571343421936,0.1428571492433548,0.6428571343421936,0.6428571343421936,0.6428571343421936,0.6428571343421936],"feat_ext_rank_s1_rank":[2.0,2.0,1.0,2.0,2.0,2.0,2.0],"feat_ext_rank_hi_rate7d_pct":[0.5714285969734192,0.5714285969734192,0.5714285969734192,1.0,0.1428571492433548,0.5714285969734192,0.5714285969734192],"feat_ext_rank_hi_rate7d_rank":[2.0,2.0,2.0,7.0,1.0,2.0,2.0],"feat_ext_x_daiban_x_rote":[900.0,2107.0,906.0,3030.0,608.0,1830.0,612.0],"feat_ext_x_daiban_x_cum_d7":[1327200.0,-10234.0,-651112.0,-1882539.0,394592.0,-190015.0,-419526.0],"feat_ext_x_daiban_x_cum_g7":[7724400.0,8440040.0,7836598.0,6299976.0,7774800.0,5652260.0,6216696.0],"feat_ext_x_rote_x_cum_d7":[13272.0,-238.0,-6468.0,-62130.0,2596.0,-3738.0,-2742.0],"feat_ext_x_rote_x_ev_hi_lag1":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_x_cum_d7_x_cum_g7":[113909152.0,-953360.0,-55946044.0,-129180696.0,33196350.0,-11545436.0,-27853236.0],"feat_ext_x_s1_x_rote":[0.0,0.0,12.0,0.0,0.0,0.0,0.0],"feat_ext_x_s1_x_cum_d7":[0.0,-0.0,-8624.0,-0.0,0.0,-0.0,-0.0],"feat_ext_x_prev_d_x_rote":[-1854.0,-3570.0,870.0,-5250.0,-2262.0,-2328.0,-692.0],"feat_ext_x_prev_g_x_rote":[7419.0,11375.0,13422.0,7710.0,6626.0,5196.0,3050.0],"feat_ext_x_cum_d7_x_hi_rate7":[632.0,-4.857142925262451,-308.0,-0.0,556.2857055664062,-89.0,-195.85714721679688],"feat_ext_x_rote_x_hi_rate7":[0.4285714328289032,1.0,0.4285714328289032,0.0,0.8571428656578064,0.8571428656578064,0.2857142984867096],"feat_ext_x_machine_m_x_rote":[36.0,84.0,36.0,120.0,24.0,72.0,24.0],"feat_ext_x_machine_m_x_cum_d7":[53088.0,-408.0,-25872.0,-74556.0,15576.0,-7476.0,-16452.0],"feat_ext_x_daiban_pct_x_cum_d7":[632.0,-9.714285850524902,-924.0,-3550.28564453125,927.1428833007812,-534.0,-1371.0],"feat_ext_x_daiban_pct_x_rote":[0.4285714328289032,2.0,1.2857142686843872,5.714285850524902,1.4285714626312256,5.142857074737549,2.0],"feat_ext_x_prev_d_x_hi_rate7":[-88.28571319580078,-72.85713958740234,41.42856979370117,-0.0,-484.71429443359375,-55.42856979370117,-49.42856979370117],"feat_ext_x_s1_x_hi_rate7":[0.0,0.0,0.5714285969734192,0.0,0.0,0.0,0.0],"feat_ext_x_cum_g7_x_hi_rate7":[3678.28564453125,4005.71435546875,3707.0,0.0,10960.7138671875,2647.428466796875,2902.28564453125],"feat_ext_x_daiban_pct_x_hi_rate7":[0.020408162847161293,0.040816325694322586,0.06122449040412903,0.0,0.30612245202064514,0.12244898080825806,0.1428571492433548],"feat_ext_mean_diff_above_baseline_7d":[2926.0,473.0,333.0,null,887.6666870117188,628.0,-120.0],"feat_ext_volatility_7d":[2.1936769485473633,75.22283172607422,3.1033101081848145,0.8090276718139648,4.601969242095947,7.235103130340576,3.416123151779175],"feat_ext_trend_d_7d":[-0.6071428656578064,-61.89285659790039,-72.25,-23.85714340209961,-115.21428680419922,-23.0,-139.89285278320312],"feat_ext_trend_g_7d":[345.8928527832031,-507.03570556640625,411.03570556640625,-72.75,410.3928527832031,-236.75,267.4285583496094],"feat_ext_lo_count_7d":[6.0,6.0,6.0,7.0,4.0,6.0,6.0],"feat_ext_lo_count_30d":[26.0,26.0,27.0,28.0,25.0,26.0,28.0],"feat_ext_hi_streak_3d":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_rote_acceleration":[1.0,1.0,1.0,1.0,1.0,1.0,1.0],"feat_ext_is_7_no":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_month_sin":[0.5,0.5,0.5,0.5,0.5,0.5,0.5],"feat_ext_month_cos":[-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142],"feat_ext_day_of_week_sin":[-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797],"feat_ext_day_of_week_cos":[-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867],"feat_ext_is_holiday":[0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_island_id":[null,null,null,null,null,null,null],"feat_ext_island_size":[null,null,null,null,null,null,null],"feat_ext_island_hi_count_prev":[null,null,null,null,null,null,null],"feat_ext_island_hi_rate_d7":[null,null,null,null,null,null,null],"feat_ext_island_cum_hi_d7":[null,null,null,null,null,null,null],"feat_ext_island_third_or_more_d7":[null,null,null,null,null,null,null],"feat_ext_island_position_pct":[null,null,null,null,null,null,null],"feat_ext_island_neighbor_hi_prev":[null,null,null,null,null,null,null],"feat_ext_island_all_hi_prev":[null,null,null,null,null,null,null],"feat_store_hi_rate_365d":[0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252],"feat_store_event_boost_365d":[-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675],"feat_store_hi_rate_std_30d":[0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913],"feat_store_hi_rate_trend_30d":[-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05],"feat_store_machine_hi_rate_365d":[0.06915698945522308,0.06915698945522308,0.06915698945522308,0.06915698945522308,0.06915698945522308,0.06915698945522308,0.06915698945522308],"feat_te_machine":[0.07046173512935638,0.07046173512935638,0.07046173512935638,0.07046173512935638,0.07046173512935638,0.07046173512935638,0.07046173512935638],"feat_te_event_machine":[0.07208145409822464,0.07208145409822464,0.07208145409822464,0.07208145409822464,0.07208145409822464,0.07208145409822464,0.07208145409822464],"feat_machine_low_activity_score":[0.2857142984867096,0.0,0.1428571492433548,0.5714285969734192,0.4285714328289032,0.8571428656578064,0.7142857313156128],"feat_machine_high_activity_score":[0.7142857313156128,1.0,0.8571428656578064,0.4285714328289032,0.5714285969734192,0.1428571492433548,0.2857142984867096],"feat_machine_hi_rate_12m":[0.06915698945522308,0.06915698945522308,0.06915698945522308,0.06915698945522308,0.06915698945522308,0.06915698945522308,0.06915698945522308],"feat_machine_hi_rate_3m":[0.08654848486185074,0.08654848486185074,0.08654848486185074,0.08654848486185074,0.08654848486185074,0.08654848486185074,0.08654848486185074],"feat_3ax_hi_rate_365d":[0.07058823853731155,0.07058823853731155,0.07058823853731155,0.07058823853731155,0.07058823853731155,0.07058823853731155,0.07058823853731155],"feat_3ax_hi_rate_180d":[0.08660968393087387,0.08660968393087387,0.08660968393087387,0.08660968393087387,0.08660968393087387,0.08660968393087387,0.08660968393087387],"feat_3ax_hi_rate_90d":[0.08912037312984467,0.08912037312984467,0.08912037312984467,0.08912037312984467,0.08912037312984467,0.08912037312984467,0.08912037312984467],"feat_n1_pattern_match":[0.2857142984867096,0.0,0.1428571492433548,0.5714285969734192,0.4285714328289032,0.8571428656578064,0.7142857313156128],"feat_n1_rote_alignment":[0.875,0.9583333134651184,0.875,0.8333333134651184,0.8333333134651184,1.0,0.8333333134651184],"feat_n1_prev_event_hi":[1.0,1.0,0.0,0.0,0.0,1.0,1.0],"feat_n1_event_hi_streak":[1.0,2.0,0.0,0.0,0.0,1.0,2.0],"feat_n1_activity_x_rote":[0.25,0.0,0.125,0.4761904776096344,0.3571428656578064,0.8571428656578064,0.5952380895614624]},"raw_data":{},"台番号":[300,301,302,303,304,305,306]},"ファンキージャグラー2":{"lgbm":[{"台番号":284,"lgbm_score":0.003129368677054449,"lgbm_rank":6},{"台番号":285,"lgbm_score":0.07540515152046116,"lgbm_rank":3},{"台番号":286,"lgbm_score":0.1104173057455784,"lgbm_rank":1},{"台番号":287,"lgbm_score":0.08169480140796355,"lgbm_rank":2},{"台番号":288,"lgbm_score":0.0075003037370726024,"lgbm_rank":5},{"台番号":289,"lgbm_score":0.016066741650069237,"lgbm_rank":4}],"catboost":{"台番号":[284,285,286,287,288,289],"catboost_score":[0.0016427365566621284,0.00188472230980584,0.0010504196014487505,0.001381533680709467,0.9788947981587386,0.0008097191619594616]},"top1_lgbm":286,"p_at_1":0.1667,"model_type":"binary","feat_cols":["feat_rote","feat_s1","feat_event","feat_d1","feat_d2","feat_d3","feat_d4","feat_d5","feat_d6","feat_d7","feat_g1","feat_g2","feat_g3","feat_g4","feat_g5","feat_g6","feat_g7","feat_big1","feat_big2","feat_big3","feat_big4","feat_big5","feat_big6","feat_big7","feat_reg1","feat_reg2","feat_reg3","feat_reg4","feat_reg5","feat_reg6","feat_reg7","feat_s2","feat_s3","feat_s4","feat_s5","feat_s6","feat_s7","feat_hi_lag1","feat_hi_lag2","feat_hi_lag3","feat_hi_lag4","feat_hi_lag5","feat_hi_lag6","feat_hi_lag7","feat_cum_d_3","feat_cum_d_5","feat_cum_d_7","feat_cum_d_14","feat_cum_d_30","feat_cum_g_3","feat_cum_g_5","feat_cum_g_7","feat_cum_g_14","feat_cum_g_30","feat_cum_big_3","feat_cum_big_5","feat_cum_big_7","feat_cum_big_14","feat_cum_big_30","feat_cum_reg_3","feat_cum_reg_5","feat_cum_reg_7","feat_cum_reg_14","feat_cum_reg_30","feat_cum_bigp_3","feat_cum_bigp_5","feat_cum_bigp_7","feat_cum_regp_3","feat_cum_regp_5","feat_cum_regp_7","feat_mean_d_7d","feat_std_d_7d","feat_max_d_7d","feat_min_d_7d","feat_mean_d_14d","feat_std_d_14d","feat_max_d_14d","feat_min_d_14d","feat_mean_d_30d","feat_std_d_30d","feat_max_d_30d","feat_min_d_30d","feat_hi_rate_7d","feat_hi_count_7d","feat_hi_rate_14d","feat_hi_count_14d","feat_hi_rate_30d","feat_hi_count_30d","feat_days_since_last_hi","feat_days_since_last_lo","feat_consec_hi_streak","feat_consec_lo_streak","feat_rank_hi_rate_30d_pct","feat_rank_d_pct","feat_rank_d_rank","feat_rank_g_pct","feat_rank_g_rank","feat_rank_cum_d3_pct","feat_rank_cum_d3_rank","feat_rank_cum_d5_pct","feat_rank_cum_d5_rank","feat_rank_cum_d7_pct","feat_rank_cum_d7_rank","feat_rank_big_pct","feat_rank_big_rank","feat_rank_reg_pct","feat_rank_reg_rank","feat_daiban_raw","feat_daiban_rank_in_machine","feat_daiban_pct_in_machine","feat_is_min_daiban","feat_is_max_daiban","feat_daiban_block10","feat_neighbor_p1_hi","feat_neighbor_m1_hi","feat_neighbor_p2_hi","feat_neighbor_m2_hi","feat_block10_hi_rate_prev","feat_day_of_month","feat_day_of_week","feat_week_of_month","feat_month","feat_is_weekend","feat_is_event_day","feat_is_month_start","feat_is_month_end","feat_days_since_last_event","feat_days_until_next_event","feat_machine_m_value","feat_machine_count","feat_machine_age_days","feat_machine_base_rate","feat_machine_type_id","feat_last_ev1_hi","feat_last_ev1_d","feat_last_ev2_hi","feat_last_ev2_d","feat_last_ev3_hi","feat_last_ev3_d","feat_ev_hi_rate_3ev","feat_ev_hi_rate_5ev","feat_ext_event_g_lag1","feat_ext_event_g_lag2","feat_ext_event_g_lag3","feat_ext_days_since_last_event_hi","feat_ext_cum_event_hi_count_3","feat_ext_cum_event_hi_count_5","feat_ext_rank_cum_d14_pct","feat_ext_rank_cum_d14_rank","feat_ext_rank_cum_g3d_pct","feat_ext_rank_cum_g3d_rank","feat_ext_rank_cum_g7d_pct","feat_ext_rank_cum_g7d_rank","feat_ext_rank_cum_g14d_pct","feat_ext_rank_cum_g14d_rank","feat_ext_rank_rote_pct","feat_ext_rank_rote_rank","feat_ext_rank_cum_regp7_pct","feat_ext_rank_cum_regp7_rank","feat_ext_rank_cum_bigp7_pct","feat_ext_rank_cum_bigp7_rank","feat_ext_rank_s1_pct","feat_ext_rank_s1_rank","feat_ext_rank_hi_rate7d_pct","feat_ext_rank_hi_rate7d_rank","feat_ext_x_daiban_x_rote","feat_ext_x_daiban_x_cum_d7","feat_ext_x_daiban_x_cum_g7","feat_ext_x_rote_x_cum_d7","feat_ext_x_rote_x_ev_hi_lag1","feat_ext_x_cum_d7_x_cum_g7","feat_ext_x_s1_x_rote","feat_ext_x_s1_x_cum_d7","feat_ext_x_prev_d_x_rote","feat_ext_x_prev_g_x_rote","feat_ext_x_cum_d7_x_hi_rate7","feat_ext_x_rote_x_hi_rate7","feat_ext_x_machine_m_x_rote","feat_ext_x_machine_m_x_cum_d7","feat_ext_x_daiban_pct_x_cum_d7","feat_ext_x_daiban_pct_x_rote","feat_ext_x_prev_d_x_hi_rate7","feat_ext_x_s1_x_hi_rate7","feat_ext_x_cum_g7_x_hi_rate7","feat_ext_x_daiban_pct_x_hi_rate7","feat_ext_mean_diff_above_baseline_7d","feat_ext_volatility_7d","feat_ext_trend_d_7d","feat_ext_trend_g_7d","feat_ext_lo_count_7d","feat_ext_lo_count_30d","feat_ext_hi_streak_3d","feat_ext_rote_acceleration","feat_ext_is_7_no","feat_ext_month_sin","feat_ext_month_cos","feat_ext_day_of_week_sin","feat_ext_day_of_week_cos","feat_ext_is_holiday","feat_ext_island_id","feat_ext_island_size","feat_ext_island_hi_count_prev","feat_ext_island_hi_rate_d7","feat_ext_island_cum_hi_d7","feat_ext_island_third_or_more_d7","feat_ext_island_position_pct","feat_ext_island_neighbor_hi_prev","feat_ext_island_all_hi_prev","feat_store_hi_rate_365d","feat_store_event_boost_365d","feat_store_hi_rate_std_30d","feat_store_hi_rate_trend_30d","feat_store_machine_hi_rate_365d","feat_te_machine","feat_te_event_machine","feat_machine_low_activity_score","feat_machine_high_activity_score","feat_machine_hi_rate_12m","feat_machine_hi_rate_3m","feat_3ax_hi_rate_365d","feat_3ax_hi_rate_180d","feat_3ax_hi_rate_90d","feat_n1_pattern_match","feat_n1_rote_alignment","feat_n1_prev_event_hi","feat_n1_event_hi_streak","feat_n1_activity_x_rote"],"feat_values":{"feat_rote":[6,16,28,4,27,28],"feat_s1":[4.0,0.0,0.0,0.0,0.0,0.0],"feat_event":["2のつく日","2のつく日","2のつく日","2のつく日","2のつく日","2のつく日"],"feat_d1":[-18.0,1578.0,-970.0,369.0,-423.0,-472.0],"feat_d2":[1586.0,-380.0,-582.0,-655.0,908.0,-1109.0],"feat_d3":[-633.0,-259.0,-357.0,2185.0,-221.0,406.0],"feat_d4":[-249.0,-469.0,-643.0,2164.0,-752.0,454.0],"feat_d5":[-115.0,906.0,1191.0,-1110.0,-518.0,-240.0],"feat_d6":[-43.0,50.0,-478.0,250.0,1022.0,-913.0],"feat_d7":[-334.0,-953.0,-566.0,-742.0,-375.0,-568.0],"feat_g1":[5864.0,3789.0,1635.0,2998.0,1564.0,1554.0],"feat_g2":[7278.0,6615.0,7436.0,4735.0,7483.0,3445.0],"feat_g3":[986.0,3774.0,4902.0,8904.0,763.0,4688.0],"feat_g4":[923.0,5837.0,4273.0,7071.0,2620.0,5509.0],"feat_g5":[2973.0,3940.0,4627.0,3045.0,2714.0,2801.0],"feat_g6":[8005.0,1783.0,4313.0,2865.0,5494.0,1520.0],"feat_g7":[5815.0,3142.0,3794.0,3129.0,2933.0,2303.0],"feat_big1":[21.0,19.0,2.0,10.0,5.0,5.0],"feat_big2":[37.0,25.0,29.0,18.0,33.0,10.0],"feat_big3":[1.0,10.0,18.0,46.0,3.0,20.0],"feat_big4":[3.0,21.0,15.0,33.0,6.0,24.0],"feat_big5":[10.0,18.0,23.0,7.0,7.0,11.0],"feat_big6":[27.0,8.0,14.0,12.0,26.0,2.0],"feat_big7":[20.0,7.0,12.0,11.0,11.0,6.0],"feat_reg1":[18.0,15.0,5.0,14.0,1.0,2.0],"feat_reg2":[15.0,15.0,15.0,9.0,16.0,5.0],"feat_reg3":[3.0,17.0,12.0,21.0,0.0,12.0],"feat_reg4":[2.0,16.0,9.0,25.0,12.0,12.0],"feat_reg5":[9.0,12.0,13.0,6.0,6.0,4.0],"feat_reg6":[24.0,3.0,14.0,6.0,11.0,4.0],"feat_reg7":[16.0,11.0,10.0,5.0,3.0,3.0],"feat_s2":[2.0,1.0,1.0,1.0,2.0,0.0],"feat_s3":[0.0,0.0,1.0,2.0,0.0,2.0],"feat_s4":[0.0,2.0,1.0,5.0,0.0,2.0],"feat_s5":[0.0,0.0,3.0,0.0,0.0,0.0],"feat_s6":[5.0,0.0,3.0,0.0,2.0,0.0],"feat_s7":[3.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag1":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag2":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag3":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag4":[0.0,0.0,0.0,1.0,0.0,0.0],"feat_hi_lag5":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag6":[1.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag7":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_cum_d_3":[935.0,939.0,-1909.0,1899.0,264.0,-1175.0],"feat_cum_d_5":[571.0,1376.0,-1361.0,2953.0,-1006.0,-961.0],"feat_cum_d_7":[194.0,473.0,-2405.0,2461.0,-359.0,-2442.0],"feat_cum_d_14":[-578.0,35.0,-22.0,-922.0,-4456.0,-4930.0],"feat_cum_d_30":[-1905.0,-4570.0,-173.0,-7581.0,-7013.0,-8221.0],"feat_cum_g_3":[14128.0,14178.0,13973.0,16637.0,9810.0,9687.0],"feat_cum_g_5":[18024.0,23955.0,22873.0,26753.0,15144.0,17997.0],"feat_cum_g_7":[31844.0,28880.0,30980.0,32747.0,23571.0,21820.0],"feat_cum_g_14":[50408.0,48389.0,60655.0,51833.0,36809.0,39101.0],"feat_cum_g_30":[87387.0,98734.0,116576.0,106842.0,90144.0,90257.0],"feat_cum_big_3":[59.0,54.0,49.0,74.0,41.0,35.0],"feat_cum_big_5":[72.0,93.0,87.0,114.0,54.0,70.0],"feat_cum_big_7":[119.0,108.0,113.0,137.0,91.0,78.0],"feat_cum_big_14":[187.0,183.0,239.0,202.0,127.0,133.0],"feat_cum_big_30":[327.0,355.0,451.0,384.0,310.0,314.0],"feat_cum_reg_3":[36.0,47.0,32.0,44.0,17.0,19.0],"feat_cum_reg_5":[47.0,75.0,54.0,75.0,35.0,35.0],"feat_cum_reg_7":[87.0,89.0,78.0,86.0,49.0,42.0],"feat_cum_reg_14":[133.0,140.0,146.0,125.0,77.0,82.0],"feat_cum_reg_30":[218.0,274.0,305.0,269.0,242.0,219.0],"feat_cum_bigp_3":[0.41761041902604756,0.3808717731696995,0.3506763043011522,0.444791729278115,0.417940876656473,0.36130897078558893],"feat_cum_bigp_5":[0.3994673768308922,0.3882279273638071,0.380361124469899,0.42612043509139164,0.35657686212361334,0.38895371450797356],"feat_cum_bigp_7":[0.3736967717623414,0.3739612188365651,0.3647514525500323,0.4183589336427765,0.3860676254719783,0.35747021081576535],"feat_cum_regp_3":[0.2548131370328426,0.33149950627733105,0.22901309668646677,0.2644707579491495,0.17329255861365953,0.1961391555693197],"feat_cum_regp_5":[0.26076342654238793,0.31308703819661865,0.23608621518821318,0.28034239150749446,0.23111463285789752,0.19447685725398678],"feat_cum_regp_7":[0.2732068835573421,0.30817174515235457,0.25177533892834086,0.2626194765932757,0.20788256756183446,0.1924839596700275],"feat_mean_d_7d":[27.714285714285715,67.57142857142857,-343.57142857142856,351.57142857142856,-51.285714285714285,-348.85714285714283],"feat_std_d_7d":[718.7562670534229,877.6018188113286,702.5612327151882,1354.1451001945654,713.2974401294584,603.5313934313114],"feat_max_d_7d":[1586.0,1578.0,1191.0,2185.0,1022.0,454.0],"feat_min_d_7d":[-633.0,-953.0,-970.0,-1110.0,-752.0,-1109.0],"feat_mean_d_14d":[-41.285714285714285,2.5,-1.5714285714285714,-65.85714285714286,-318.2857142857143,-352.14285714285717],"feat_std_d_14d":[652.357432532366,775.3675803226402,762.5551898599975,1290.9493737998735,579.9344032629137,734.4546754767576],"feat_max_d_14d":[1586.0,1578.0,1191.0,2185.0,1022.0,1222.0],"feat_min_d_14d":[-671.0,-953.0,-970.0,-1923.0,-997.0,-1372.0],"feat_mean_d_30d":[-63.5,-152.33333333333334,-5.766666666666667,-252.7,-233.76666666666668,-274.03333333333336],"feat_std_d_30d":[860.3711208061555,891.5155377350351,1165.7822794109145,1011.7137100160713,580.9992986720994,688.412340515997],"feat_max_d_30d":[3070.0,1784.0,3908.0,2185.0,1279.0,1222.0],"feat_min_d_30d":[-1234.0,-1835.0,-1226.0,-1923.0,-997.0,-1372.0],"feat_hi_rate_7d":[0.14285714285714285,0.0,0.0,0.14285714285714285,0.0,0.0],"feat_hi_count_7d":[1.0,0.0,0.0,1.0,0.0,0.0],"feat_hi_rate_14d":[0.07142857142857142,0.0,0.0,0.07142857142857142,0.0,0.0],"feat_hi_count_14d":[1.0,0.0,0.0,1.0,0.0,0.0],"feat_hi_rate_30d":[0.06666666666666667,0.03333333333333333,0.06666666666666667,0.06666666666666667,0.1,0.03333333333333333],"feat_hi_count_30d":[2.0,1.0,2.0,2.0,3.0,1.0],"feat_days_since_last_hi":[5.0,15.0,27.0,3.0,26.0,27.0],"feat_days_since_last_lo":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_consec_hi_streak":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_consec_lo_streak":[5.0,15.0,27.0,3.0,26.0,27.0],"feat_rank_hi_rate_30d_pct":[0.6666666666666666,0.25,0.6666666666666666,0.6666666666666666,1.0,0.25],"feat_rank_d_pct":[0.5,0.16666666666666666,1.0,0.3333333333333333,0.6666666666666666,0.8333333333333334],"feat_rank_d_rank":[3.0,1.0,6.0,2.0,4.0,5.0],"feat_rank_g_pct":[1.0,0.8333333333333334,0.5,0.6666666666666666,0.3333333333333333,0.16666666666666666],"feat_rank_g_rank":[6.0,5.0,3.0,4.0,2.0,1.0],"feat_rank_cum_d3_pct":[0.3333333333333333,0.8333333333333334,1.0,0.16666666666666666,0.5,0.6666666666666666],"feat_rank_cum_d3_rank":[2.0,5.0,6.0,1.0,3.0,4.0],"feat_rank_cum_d5_pct":[0.3333333333333333,0.6666666666666666,0.8333333333333334,0.16666666666666666,0.5,1.0],"feat_rank_cum_d5_rank":[2.0,4.0,5.0,1.0,3.0,6.0],"feat_rank_cum_d7_pct":[0.3333333333333333,0.6666666666666666,0.8333333333333334,0.16666666666666666,0.5,1.0],"feat_rank_cum_d7_rank":[2.0,4.0,5.0,1.0,3.0,6.0],"feat_rank_big_pct":[0.16666666666666666,0.3333333333333333,1.0,0.5,0.75,0.75],"feat_rank_big_rank":[1.0,2.0,6.0,3.0,4.0,4.0],"feat_rank_reg_pct":[0.16666666666666666,0.3333333333333333,0.6666666666666666,0.5,1.0,0.8333333333333334],"feat_rank_reg_rank":[1.0,2.0,4.0,3.0,6.0,5.0],"feat_daiban_raw":[284,285,286,287,288,289],"feat_daiban_rank_in_machine":[1.0,2.0,3.0,4.0,5.0,6.0],"feat_daiban_pct_in_machine":[0.16666666666666666,0.3333333333333333,0.5,0.6666666666666666,0.8333333333333334,1.0],"feat_is_min_daiban":[1,0,0,0,0,0],"feat_is_max_daiban":[0,0,0,0,0,1],"feat_daiban_block10":[28,28,28,28,28,28],"feat_neighbor_p1_hi":[0.0,0.0,0.0,0.0,0.0,null],"feat_neighbor_m1_hi":[null,0.0,0.0,0.0,0.0,0.0],"feat_neighbor_p2_hi":[0.0,0.0,0.0,0.0,null,null],"feat_neighbor_m2_hi":[null,null,0.0,0.0,0.0,0.0],"feat_block10_hi_rate_prev":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_day_of_month":[2,2,2,2,2,2],"feat_day_of_week":[5,5,5,5,5,5],"feat_week_of_month":[1,1,1,1,1,1],"feat_month":[5,5,5,5,5,5],"feat_is_weekend":[1,1,1,1,1,1],"feat_is_event_day":[0,0,0,0,0,0],"feat_is_month_start":[1,1,1,1,1,1],"feat_is_month_end":[0,0,0,0,0,0],"feat_days_since_last_event":[7,7,7,7,7,7],"feat_days_until_next_event":[3,3,3,3,3,3],"feat_machine_m_value":[2,2,2,2,2,2],"feat_machine_count":[6,6,6,6,6,6],"feat_machine_age_days":[387,387,387,387,387,387],"feat_machine_base_rate":[0.06530958439355386,0.06530958439355386,0.06530958439355386,0.06530958439355386,0.06530958439355386,0.06530958439355386],"feat_machine_type_id":[3,3,3,3,3,3],"feat_last_ev1_hi":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_last_ev1_d":[-334.0,-953.0,-566.0,-742.0,-375.0,-568.0],"feat_last_ev2_hi":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_last_ev2_d":[-421.0,-1273.0,-1097.0,-308.0,-153.0,-984.0],"feat_last_ev3_hi":[0.0,0.0,0.0,0.0,1.0,0.0],"feat_last_ev3_d":[-920.0,-47.0,-344.0,-306.0,223.0,298.0],"feat_ev_hi_rate_3ev":[0.0,0.0,0.0,0.0,0.3333333333333333,0.0],"feat_ev_hi_rate_5ev":[0.0,0.2,0.0,0.0,0.2,0.0],"feat_ext_event_g_lag1":[5815.0,3142.0,3794.0,3129.0,2933.0,2303.0],"feat_ext_event_g_lag2":[2068.0,2288.0,3577.0,2275.0,3196.0,4210.0],"feat_ext_event_g_lag3":[1948.0,4299.0,1599.0,5560.0,7804.0,6047.0],"feat_ext_days_since_last_event_hi":[342.0,38.0,189.0,86.0,27.0,107.0],"feat_ext_cum_event_hi_count_3":[0.0,0.0,0.0,0.0,1.0,0.0],"feat_ext_cum_event_hi_count_5":[0.0,1.0,0.0,0.0,1.0,0.0],"feat_ext_rank_cum_d14_pct":[0.5,0.1666666716337204,0.3333333432674408,0.6666666865348816,0.8333333134651184,1.0],"feat_ext_rank_cum_d14_rank":[3.0,1.0,2.0,4.0,5.0,6.0],"feat_ext_rank_cum_g3d_pct":[0.6666666865348816,0.8333333134651184,0.5,1.0,0.3333333432674408,0.1666666716337204],"feat_ext_rank_cum_g3d_rank":[4.0,5.0,3.0,6.0,2.0,1.0],"feat_ext_rank_cum_g7d_pct":[0.8333333134651184,0.5,0.6666666865348816,1.0,0.3333333432674408,0.1666666716337204],"feat_ext_rank_cum_g7d_rank":[5.0,3.0,4.0,6.0,2.0,1.0],"feat_ext_rank_cum_g14d_pct":[0.6666666865348816,0.5,1.0,0.8333333134651184,0.1666666716337204,0.3333333432674408],"feat_ext_rank_cum_g14d_rank":[4.0,3.0,6.0,5.0,1.0,2.0],"feat_ext_rank_rote_pct":[0.3333333432674408,0.5,0.9166666865348816,0.1666666716337204,0.6666666865348816,0.9166666865348816],"feat_ext_rank_rote_rank":[2.0,3.0,5.0,1.0,4.0,5.0],"feat_ext_rank_cum_regp7_pct":[0.3333333432674408,0.1666666716337204,0.6666666865348816,0.5,0.8333333134651184,1.0],"feat_ext_rank_cum_regp7_rank":[2.0,1.0,4.0,3.0,5.0,6.0],"feat_ext_rank_cum_bigp7_pct":[0.6666666865348816,0.5,0.8333333134651184,0.1666666716337204,0.3333333432674408,1.0],"feat_ext_rank_cum_bigp7_rank":[4.0,3.0,5.0,1.0,2.0,6.0],"feat_ext_rank_s1_pct":[0.1666666716337204,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816,0.6666666865348816],"feat_ext_rank_s1_rank":[1.0,2.0,2.0,2.0,2.0,2.0],"feat_ext_rank_hi_rate7d_pct":[0.25,0.75,0.75,0.25,0.75,0.75],"feat_ext_rank_hi_rate7d_rank":[1.0,3.0,3.0,1.0,3.0,3.0],"feat_ext_x_daiban_x_rote":[1704.0,4560.0,8008.0,1148.0,7776.0,8092.0],"feat_ext_x_daiban_x_cum_d7":[55096.0,134805.0,-687830.0,706307.0,-103392.0,-705738.0],"feat_ext_x_daiban_x_cum_g7":[9043696.0,8230800.0,8860280.0,9398389.0,6788448.0,6305980.0],"feat_ext_x_rote_x_cum_d7":[1164.0,7568.0,-67340.0,9844.0,-9693.0,-68376.0],"feat_ext_x_rote_x_ev_hi_lag1":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_x_cum_d7_x_cum_g7":[6177736.0,13660240.0,-74506896.0,80590368.0,-8461989.0,-53284440.0],"feat_ext_x_s1_x_rote":[24.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_x_s1_x_cum_d7":[776.0,0.0,-0.0,0.0,-0.0,-0.0],"feat_ext_x_prev_d_x_rote":[-108.0,25248.0,-27160.0,1476.0,-11421.0,-13216.0],"feat_ext_x_prev_g_x_rote":[35184.0,60624.0,45780.0,11992.0,42228.0,43512.0],"feat_ext_x_cum_d7_x_hi_rate7":[27.714284896850586,0.0,-0.0,351.5714416503906,-0.0,-0.0],"feat_ext_x_rote_x_hi_rate7":[0.8571428656578064,0.0,0.0,0.5714285969734192,0.0,0.0],"feat_ext_x_machine_m_x_rote":[12.0,32.0,56.0,8.0,54.0,56.0],"feat_ext_x_machine_m_x_cum_d7":[388.0,946.0,-4810.0,4922.0,-718.0,-4884.0],"feat_ext_x_daiban_pct_x_cum_d7":[32.33333206176758,157.6666717529297,-1202.5,1640.6666259765625,-299.1666564941406,-2442.0],"feat_ext_x_daiban_pct_x_rote":[1.0,5.333333492279053,14.0,2.6666667461395264,22.5,28.0],"feat_ext_x_prev_d_x_hi_rate7":[-2.5714285373687744,0.0,-0.0,52.71428680419922,-0.0,-0.0],"feat_ext_x_s1_x_hi_rate7":[0.5714285969734192,0.0,0.0,0.0,0.0,0.0],"feat_ext_x_cum_g7_x_hi_rate7":[4549.14306640625,0.0,0.0,4678.14306640625,0.0,0.0],"feat_ext_x_daiban_pct_x_hi_rate7":[0.02380952425301075,0.0,0.0,0.095238097012043,0.0,0.0],"feat_ext_mean_diff_above_baseline_7d":[-43.0,null,null,2164.0,null,null],"feat_ext_volatility_7d":[25.93450355529785,12.987764358520508,2.04487681388855,3.8516926765441895,13.908307075500488,1.7300244569778442],"feat_ext_trend_d_7d":[131.7142791748047,198.85714721679688,-106.0,172.07142639160156,-2.6785714626312256,19.35714340209961],"feat_ext_trend_g_7d":[-117.64286041259766,408.53570556640625,1.5714285373687744,328.78570556640625,-74.28571319580078,124.64286041259766],"feat_ext_lo_count_7d":[6.0,7.0,7.0,6.0,7.0,7.0],"feat_ext_lo_count_30d":[28.0,29.0,28.0,28.0,27.0,29.0],"feat_ext_hi_streak_3d":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_rote_acceleration":[1.0,1.0,1.0,1.0,1.0,1.0],"feat_ext_is_7_no":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_month_sin":[0.5,0.5,0.5,0.5,0.5,0.5],"feat_ext_month_cos":[-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142],"feat_ext_day_of_week_sin":[-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797],"feat_ext_day_of_week_cos":[-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867],"feat_ext_is_holiday":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_island_id":[null,null,null,null,null,null],"feat_ext_island_size":[null,null,null,null,null,null],"feat_ext_island_hi_count_prev":[null,null,null,null,null,null],"feat_ext_island_hi_rate_d7":[null,null,null,null,null,null],"feat_ext_island_cum_hi_d7":[null,null,null,null,null,null],"feat_ext_island_third_or_more_d7":[null,null,null,null,null,null],"feat_ext_island_position_pct":[null,null,null,null,null,null],"feat_ext_island_neighbor_hi_prev":[null,null,null,null,null,null],"feat_ext_island_all_hi_prev":[null,null,null,null,null,null],"feat_store_hi_rate_365d":[0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252],"feat_store_event_boost_365d":[-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675],"feat_store_hi_rate_std_30d":[0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913],"feat_store_hi_rate_trend_30d":[-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05],"feat_store_machine_hi_rate_365d":[0.06491712480783463,0.06491712480783463,0.06491712480783463,0.06491712480783463,0.06491712480783463,0.06491712480783463],"feat_te_machine":[0.062233369797468185,0.062233369797468185,0.062233369797468185,0.062233369797468185,0.062233369797468185,0.062233369797468185],"feat_te_event_machine":[0.06136944517493248,0.06136944517493248,0.06136944517493248,0.06136944517493248,0.06136944517493248,0.06136944517493248],"feat_machine_low_activity_score":[0.1666666716337204,0.5,0.3333333432674408,0.0,0.6666666865348816,0.8333333134651184],"feat_machine_high_activity_score":[0.8333333134651184,0.5,0.6666666865348816,1.0,0.3333333432674408,0.1666666716337204],"feat_machine_hi_rate_12m":[0.06491712480783463,0.06491712480783463,0.06491712480783463,0.06491712480783463,0.06491712480783463,0.06491712480783463],"feat_machine_hi_rate_3m":[0.06741572916507721,0.06741572916507721,0.06741572916507721,0.06741572916507721,0.06741572916507721,0.06741572916507721],"feat_3ax_hi_rate_365d":[0.06390593200922012,0.06390593200922012,0.06390593200922012,0.06390593200922012,0.06390593200922012,0.06390593200922012],"feat_3ax_hi_rate_180d":[0.07453416287899017,0.07453416287899017,0.07453416287899017,0.07453416287899017,0.07453416287899017,0.07453416287899017],"feat_3ax_hi_rate_90d":[0.06666667014360428,0.06666667014360428,0.06666667014360428,0.06666667014360428,0.06666667014360428,0.06666667014360428],"feat_n1_pattern_match":[0.8333333134651184,0.5,0.6666666865348816,1.0,0.3333333432674408,0.1666666716337204],"feat_n1_rote_alignment":[0.9090909361839294,0.6363636255264282,0.09090909361839294,0.8181818127632141,0.13636364042758942,0.09090909361839294],"feat_n1_prev_event_hi":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_n1_event_hi_streak":[0.0,0.0,0.0,0.0,0.0,0.0],"feat_n1_activity_x_rote":[0.7575757503509521,0.3181818127632141,0.06060606241226196,0.8181818127632141,0.04545454680919647,0.01515151560306549]},"raw_data":{},"台番号":[284,285,286,287,288,289]},"マイジャグラーV":{"lgbm":[{"台番号":273,"lgbm_score":0.21743683888673276,"lgbm_rank":8},{"台番号":274,"lgbm_score":0.40516611189451385,"lgbm_rank":3},{"台番号":275,"lgbm_score":0.5360098357262885,"lgbm_rank":2},{"台番号":276,"lgbm_score":0.8628219747705358,"lgbm_rank":1},{"台番号":277,"lgbm_score":0.2857866598041246,"lgbm_rank":6},{"台番号":278,"lgbm_score":0.05729230093054554,"lgbm_rank":11},{"台番号":279,"lgbm_score":0.2587703578084923,"lgbm_rank":7},{"台番号":280,"lgbm_score":0.34751991499956825,"lgbm_rank":5},{"台番号":281,"lgbm_score":0.13614371763905458,"lgbm_rank":10},{"台番号":282,"lgbm_score":0.15190201020252547,"lgbm_rank":9},{"台番号":283,"lgbm_score":0.4045140277518407,"lgbm_rank":4}],"catboost":{"台番号":[273,274,275,276,277,278,279,280,281,282,283],"catboost_score":[0.010423440584383572,0.008069624502483552,0.011136665580581946,0.9862689465141078,0.012622619608364388,0.9695545478483099,0.009698794779462927,0.9682400996690846,0.008260974677998884,0.01151631983197079,0.012135509731426509]},"top1_lgbm":276,"p_at_1":0.5,"model_type":"binary","feat_cols":["feat_rote","feat_s1","feat_event","feat_d1","feat_d2","feat_d3","feat_d4","feat_d5","feat_d6","feat_d7","feat_g1","feat_g2","feat_g3","feat_g4","feat_g5","feat_g6","feat_g7","feat_big1","feat_big2","feat_big3","feat_big4","feat_big5","feat_big6","feat_big7","feat_reg1","feat_reg2","feat_reg3","feat_reg4","feat_reg5","feat_reg6","feat_reg7","feat_s2","feat_s3","feat_s4","feat_s5","feat_s6","feat_s7","feat_hi_lag1","feat_hi_lag2","feat_hi_lag3","feat_hi_lag4","feat_hi_lag5","feat_hi_lag6","feat_hi_lag7","feat_cum_d_3","feat_cum_d_5","feat_cum_d_7","feat_cum_d_14","feat_cum_d_30","feat_cum_g_3","feat_cum_g_5","feat_cum_g_7","feat_cum_g_14","feat_cum_g_30","feat_cum_big_3","feat_cum_big_5","feat_cum_big_7","feat_cum_big_14","feat_cum_big_30","feat_cum_reg_3","feat_cum_reg_5","feat_cum_reg_7","feat_cum_reg_14","feat_cum_reg_30","feat_cum_bigp_3","feat_cum_bigp_5","feat_cum_bigp_7","feat_cum_regp_3","feat_cum_regp_5","feat_cum_regp_7","feat_mean_d_7d","feat_std_d_7d","feat_max_d_7d","feat_min_d_7d","feat_mean_d_14d","feat_std_d_14d","feat_max_d_14d","feat_min_d_14d","feat_mean_d_30d","feat_std_d_30d","feat_max_d_30d","feat_min_d_30d","feat_hi_rate_7d","feat_hi_count_7d","feat_hi_rate_14d","feat_hi_count_14d","feat_hi_rate_30d","feat_hi_count_30d","feat_days_since_last_hi","feat_days_since_last_lo","feat_consec_hi_streak","feat_consec_lo_streak","feat_rank_hi_rate_30d_pct","feat_rank_d_pct","feat_rank_d_rank","feat_rank_g_pct","feat_rank_g_rank","feat_rank_cum_d3_pct","feat_rank_cum_d3_rank","feat_rank_cum_d5_pct","feat_rank_cum_d5_rank","feat_rank_cum_d7_pct","feat_rank_cum_d7_rank","feat_rank_big_pct","feat_rank_big_rank","feat_rank_reg_pct","feat_rank_reg_rank","feat_daiban_raw","feat_daiban_rank_in_machine","feat_daiban_pct_in_machine","feat_is_min_daiban","feat_is_max_daiban","feat_daiban_block10","feat_neighbor_p1_hi","feat_neighbor_m1_hi","feat_neighbor_p2_hi","feat_neighbor_m2_hi","feat_block10_hi_rate_prev","feat_day_of_month","feat_day_of_week","feat_week_of_month","feat_month","feat_is_weekend","feat_is_event_day","feat_is_month_start","feat_is_month_end","feat_days_since_last_event","feat_days_until_next_event","feat_machine_m_value","feat_machine_count","feat_machine_age_days","feat_machine_base_rate","feat_machine_type_id","feat_last_ev1_hi","feat_last_ev1_d","feat_last_ev2_hi","feat_last_ev2_d","feat_last_ev3_hi","feat_last_ev3_d","feat_ev_hi_rate_3ev","feat_ev_hi_rate_5ev","feat_ext_event_g_lag1","feat_ext_event_g_lag2","feat_ext_event_g_lag3","feat_ext_days_since_last_event_hi","feat_ext_cum_event_hi_count_3","feat_ext_cum_event_hi_count_5","feat_ext_rank_cum_d14_pct","feat_ext_rank_cum_d14_rank","feat_ext_rank_cum_g3d_pct","feat_ext_rank_cum_g3d_rank","feat_ext_rank_cum_g7d_pct","feat_ext_rank_cum_g7d_rank","feat_ext_rank_cum_g14d_pct","feat_ext_rank_cum_g14d_rank","feat_ext_rank_rote_pct","feat_ext_rank_rote_rank","feat_ext_rank_cum_regp7_pct","feat_ext_rank_cum_regp7_rank","feat_ext_rank_cum_bigp7_pct","feat_ext_rank_cum_bigp7_rank","feat_ext_rank_s1_pct","feat_ext_rank_s1_rank","feat_ext_rank_hi_rate7d_pct","feat_ext_rank_hi_rate7d_rank","feat_ext_x_daiban_x_rote","feat_ext_x_daiban_x_cum_d7","feat_ext_x_daiban_x_cum_g7","feat_ext_x_rote_x_cum_d7","feat_ext_x_rote_x_ev_hi_lag1","feat_ext_x_cum_d7_x_cum_g7","feat_ext_x_s1_x_rote","feat_ext_x_s1_x_cum_d7","feat_ext_x_prev_d_x_rote","feat_ext_x_prev_g_x_rote","feat_ext_x_cum_d7_x_hi_rate7","feat_ext_x_rote_x_hi_rate7","feat_ext_x_machine_m_x_rote","feat_ext_x_machine_m_x_cum_d7","feat_ext_x_daiban_pct_x_cum_d7","feat_ext_x_daiban_pct_x_rote","feat_ext_x_prev_d_x_hi_rate7","feat_ext_x_s1_x_hi_rate7","feat_ext_x_cum_g7_x_hi_rate7","feat_ext_x_daiban_pct_x_hi_rate7","feat_ext_mean_diff_above_baseline_7d","feat_ext_volatility_7d","feat_ext_trend_d_7d","feat_ext_trend_g_7d","feat_ext_lo_count_7d","feat_ext_lo_count_30d","feat_ext_hi_streak_3d","feat_ext_rote_acceleration","feat_ext_is_7_no","feat_ext_month_sin","feat_ext_month_cos","feat_ext_day_of_week_sin","feat_ext_day_of_week_cos","feat_ext_is_holiday","feat_ext_island_id","feat_ext_island_size","feat_ext_island_hi_count_prev","feat_ext_island_hi_rate_d7","feat_ext_island_cum_hi_d7","feat_ext_island_third_or_more_d7","feat_ext_island_position_pct","feat_ext_island_neighbor_hi_prev","feat_ext_island_all_hi_prev","feat_store_hi_rate_365d","feat_store_event_boost_365d","feat_store_hi_rate_std_30d","feat_store_hi_rate_trend_30d","feat_store_machine_hi_rate_365d","feat_te_machine","feat_te_event_machine","feat_machine_low_activity_score","feat_machine_high_activity_score","feat_machine_hi_rate_12m","feat_machine_hi_rate_3m","feat_3ax_hi_rate_365d","feat_3ax_hi_rate_180d","feat_3ax_hi_rate_90d","feat_n1_pattern_match","feat_n1_rote_alignment","feat_n1_prev_event_hi","feat_n1_event_hi_streak","feat_n1_activity_x_rote"],"feat_values":{"feat_rote":[2,2,6,3,4,23,5,6,2,27,1],"feat_s1":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0],"feat_event":["2のつく日","2のつく日","2のつく日","2のつく日","2のつく日","2のつく日","2のつく日","2のつく日","2のつく日","2のつく日","2のつく日"],"feat_d1":[-1134.0,-202.0,239.0,1015.0,162.0,-671.0,-862.0,-147.0,40.0,-518.0,1341.0],"feat_d2":[2878.0,2135.0,-1802.0,303.0,2125.0,250.0,1081.0,641.0,2803.0,-389.0,1634.0],"feat_d3":[535.0,77.0,1734.0,1913.0,1284.0,-1021.0,-574.0,433.0,645.0,154.0,1188.0],"feat_d4":[-874.0,-92.0,1298.0,1749.0,3275.0,211.0,63.0,-1403.0,1327.0,-124.0,881.0],"feat_d5":[-1061.0,-1313.0,-1074.0,1751.0,-725.0,-1888.0,-63.0,726.0,2561.0,206.0,-1.0],"feat_d6":[1322.0,-675.0,1707.0,549.0,-439.0,-630.0,-892.0,1686.0,-917.0,-361.0,522.0],"feat_d7":[779.0,557.0,-523.0,1218.0,-418.0,-867.0,3580.0,1219.0,-49.0,1145.0,591.0],"feat_g1":[3429.0,996.0,3657.0,2356.0,1834.0,3260.0,3929.0,3582.0,1160.0,1668.0,7612.0],"feat_g2":[8867.0,8046.0,6594.0,8320.0,8311.0,6510.0,7515.0,7912.0,9549.0,7423.0,8748.0],"feat_g3":[5805.0,7475.0,6279.0,8787.0,8359.0,3157.0,6791.0,6149.0,4806.0,2659.0,7972.0],"feat_g4":[5548.0,2826.0,3178.0,7139.0,7746.0,4291.0,6154.0,4856.0,4034.0,3017.0,5160.0],"feat_g5":[2843.0,7779.0,3034.0,7236.0,7809.0,5752.0,4906.0,7770.0,6645.0,8455.0,3853.0],"feat_g6":[6487.0,6209.0,6000.0,6782.0,1493.0,3924.0,6729.0,7308.0,2018.0,2909.0,5477.0],"feat_g7":[5819.0,8245.0,1980.0,7238.0,7006.0,6000.0,8142.0,6913.0,4674.0,6867.0,6001.0],"feat_big1":[10.0,4.0,17.0,12.0,8.0,9.0,10.0,14.0,5.0,4.0,30.0],"feat_big2":[43.0,36.0,17.0,30.0,40.0,28.0,32.0,28.0,40.0,27.0,37.0],"feat_big3":[22.0,29.0,32.0,38.0,36.0,7.0,23.0,25.0,22.0,12.0,33.0],"feat_big4":[21.0,11.0,12.0,32.0,38.0,17.0,25.0,14.0,21.0,12.0,28.0],"feat_big5":[8.0,18.0,6.0,34.0,23.0,14.0,14.0,31.0,30.0,28.0,14.0],"feat_big6":[29.0,24.0,28.0,28.0,5.0,13.0,20.0,31.0,4.0,11.0,22.0],"feat_big7":[25.0,28.0,7.0,35.0,22.0,20.0,40.0,28.0,17.0,31.0,26.0],"feat_reg1":[6.0,1.0,5.0,10.0,3.0,11.0,13.0,5.0,1.0,6.0,30.0],"feat_reg2":[34.0,25.0,21.0,31.0,21.0,14.0,21.0,27.0,38.0,21.0,34.0],"feat_reg3":[21.0,24.0,16.0,31.0,30.0,9.0,15.0,12.0,13.0,5.0,26.0],"feat_reg4":[11.0,5.0,20.0,25.0,37.0,8.0,11.0,9.0,12.0,5.0,7.0],"feat_reg5":[3.0,34.0,10.0,21.0,28.0,14.0,23.0,30.0,31.0,33.0,13.0],"feat_reg6":[18.0,14.0,23.0,17.0,1.0,10.0,20.0,26.0,5.0,4.0,18.0],"feat_reg7":[15.0,39.0,2.0,16.0,20.0,11.0,30.0,23.0,16.0,18.0,13.0],"feat_s2":[5.0,5.0,1.0,4.0,3.0,1.0,3.0,4.0,6.0,1.0,5.0],"feat_s3":[4.0,1.0,1.0,5.0,4.0,0.0,2.0,2.0,1.0,0.0,4.0],"feat_s4":[1.0,0.0,0.0,5.0,5.0,2.0,2.0,1.0,1.0,0.0,1.0],"feat_s5":[0.0,4.0,0.0,3.0,4.0,2.0,6.0,4.0,6.0,4.0,0.0],"feat_s6":[3.0,1.0,5.0,2.0,0.0,0.0,3.0,5.0,0.0,0.0,4.0],"feat_s7":[3.0,5.0,0.0,1.0,3.0,2.0,6.0,4.0,3.0,2.0,2.0],"feat_hi_lag1":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0],"feat_hi_lag2":[1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0],"feat_hi_lag3":[0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag4":[0.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_hi_lag5":[0.0,0.0,0.0,0.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0],"feat_hi_lag6":[0.0,0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0],"feat_hi_lag7":[0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0],"feat_cum_d_3":[2279.0,2010.0,171.0,3231.0,3571.0,-1442.0,-355.0,927.0,3488.0,-753.0,4163.0],"feat_cum_d_5":[344.0,605.0,395.0,6731.0,6121.0,-3119.0,-355.0,250.0,7376.0,-671.0,5043.0],"feat_cum_d_7":[2445.0,487.0,1579.0,8498.0,5264.0,-4616.0,2333.0,3155.0,6410.0,113.0,6156.0],"feat_cum_d_14":[6454.0,-4271.0,5804.0,5330.0,6674.0,-6877.0,8277.0,4538.0,13799.0,-5273.0,7620.0],"feat_cum_d_30":[8435.0,-1943.0,14271.0,-3165.0,8272.0,-8681.0,14360.0,1092.0,9345.0,-14515.0,17658.0],"feat_cum_g_3":[18101.0,16517.0,16530.0,19463.0,18504.0,12927.0,18235.0,17643.0,15515.0,11750.0,24332.0],"feat_cum_g_5":[26492.0,27122.0,22742.0,33838.0,34059.0,22970.0,29295.0,30269.0,26194.0,23222.0,33345.0],"feat_cum_g_7":[38798.0,41576.0,30722.0,47858.0,42558.0,32894.0,44166.0,44490.0,32886.0,32998.0,44823.0],"feat_cum_g_14":[84859.0,67351.0,61913.0,64151.0,72043.0,56631.0,92858.0,78444.0,73906.0,59521.0,66432.0],"feat_cum_g_30":[167603.0,131119.0,123656.0,123219.0,137129.0,125030.0,174747.0,166387.0,130870.0,121997.0,138016.0],"feat_cum_big_3":[75.0,69.0,66.0,80.0,84.0,44.0,65.0,67.0,67.0,43.0,100.0],"feat_cum_big_5":[104.0,98.0,84.0,146.0,145.0,75.0,104.0,112.0,118.0,83.0,142.0],"feat_cum_big_7":[158.0,150.0,119.0,209.0,172.0,108.0,164.0,171.0,139.0,125.0,190.0],"feat_cum_big_14":[338.0,228.0,246.0,262.0,291.0,185.0,363.0,308.0,319.0,206.0,282.0],"feat_cum_big_30":[658.0,475.0,503.0,454.0,535.0,421.0,696.0,618.0,507.0,401.0,578.0],"feat_cum_reg_3":[61.0,50.0,42.0,72.0,54.0,34.0,49.0,44.0,52.0,32.0,90.0],"feat_cum_reg_5":[75.0,89.0,72.0,118.0,119.0,56.0,83.0,83.0,95.0,70.0,110.0],"feat_cum_reg_7":[108.0,142.0,97.0,151.0,140.0,77.0,133.0,132.0,116.0,92.0,141.0],"feat_cum_reg_14":[252.0,218.0,192.0,183.0,216.0,144.0,286.0,216.0,241.0,163.0,189.0],"feat_cum_reg_30":[475.0,388.0,371.0,332.0,396.0,362.0,508.0,480.0,412.0,339.0,406.0],"feat_cum_bigp_3":[0.4143417490746368,0.41775140764061275,0.3992740471869328,0.4110363253352515,0.4539559014267186,0.34037286299992264,0.3564573622155196,0.3797540100889871,0.43184015468901066,0.3659574468085106,0.4109814236396515],"feat_cum_bigp_5":[0.3925713422920127,0.3613302853771846,0.3693606542960162,0.43146758082629,0.4257318183152764,0.326512842838485,0.3550093872674518,0.3700155274373121,0.450484843857372,0.3574196882266816,0.4258509521667416],"feat_cum_bigp_7":[0.40723748646837465,0.3607850683086396,0.3873445739209687,0.4367085962639475,0.40415433056064665,0.32832735453274153,0.3713263596431644,0.38435603506405935,0.42267226175272155,0.3788108370204255,0.4238895210048413],"feat_cum_regp_3":[0.3369979559140379,0.3027184113337773,0.2540834845735027,0.36993269280172636,0.2918287937743191,0.2630153941363038,0.2687140115163148,0.24939069319276766,0.3351595230422172,0.2723404255319149,0.36988328127568637],"feat_cum_regp_5":[0.283104333383663,0.328146891822137,0.3165948465394424,0.3487203735445357,0.3493936991690889,0.2437962559860688,0.2833247994538317,0.2742079355115795,0.36267847598686725,0.30143829127551464,0.3298845404108562],"feat_cum_regp_7":[0.2783648641682561,0.34154319799884547,0.31573465269188206,0.31551673701366545,0.32896282720052633,0.2340852435094546,0.3011366209301273,0.29669588671611596,0.3527336860670194,0.27880477604703313,0.3145706445351717],"feat_mean_d_7d":[349.2857142857143,69.57142857142857,225.57142857142858,1214.0,752.0,-659.4285714285714,333.2857142857143,450.7142857142857,915.7142857142857,16.142857142857142,879.4285714285714],"feat_std_d_7d":[1485.776083879591,1085.4633199917998,1413.0676861758216,629.1473065454044,1519.3579784457215,738.1185219061706,1585.5350005897822,1001.8331055762591,1388.503116583432,568.7258943086222,557.3367794379697],"feat_max_d_7d":[2878.0,2135.0,1734.0,1913.0,3275.0,250.0,3580.0,1686.0,2803.0,1145.0,1634.0],"feat_min_d_7d":[-1134.0,-1313.0,-1802.0,303.0,-725.0,-1888.0,-892.0,-1403.0,-917.0,-518.0,-1.0],"feat_mean_d_14d":[461.0,-305.07142857142856,414.57142857142856,380.7142857142857,476.7142857142857,-491.2142857142857,591.2142857142857,324.14285714285717,985.6428571428571,-376.64285714285717,544.2857142857143],"feat_std_d_14d":[1289.798851341975,866.9485358060562,1659.3798987427951,1069.628291192169,1136.6364298342608,740.3869236441818,1410.0886594368906,1200.1051785407972,1059.6253043950426,813.3717673168475,1266.3627156042323],"feat_max_d_14d":[2878.0,2135.0,3234.0,1913.0,3275.0,974.0,3580.0,2166.0,2803.0,1145.0,3948.0],"feat_min_d_14d":[-1134.0,-1410.0,-1802.0,-1438.0,-842.0,-1888.0,-1151.0,-1454.0,-917.0,-1982.0,-708.0],"feat_mean_d_30d":[281.1666666666667,-64.76666666666667,475.7,-105.5,275.73333333333335,-289.3666666666667,478.6666666666667,36.4,311.5,-483.8333333333333,588.6],"feat_std_d_30d":[1168.600816282486,1019.4535954781536,1515.1204606713054,952.4004065952284,1178.3240562804417,798.0033049509524,1461.2527533576806,1167.0048783989287,1040.1373168630344,811.9914677372927,1200.891381576547],"feat_max_d_30d":[2878.0,3551.0,4736.0,1913.0,3302.0,1244.0,3809.0,2166.0,2803.0,1448.0,3948.0],"feat_min_d_30d":[-2804.0,-1410.0,-1802.0,-1618.0,-1474.0,-1888.0,-1151.0,-2482.0,-999.0,-2025.0,-1300.0],"feat_hi_rate_7d":[0.14285714285714285,0.2857142857142857,0.14285714285714285,0.2857142857142857,0.14285714285714285,0.0,0.2857142857142857,0.14285714285714285,0.2857142857142857,0.0,0.2857142857142857],"feat_hi_count_7d":[1.0,2.0,1.0,2.0,1.0,0.0,2.0,1.0,2.0,0.0,2.0],"feat_hi_rate_14d":[0.21428571428571427,0.14285714285714285,0.21428571428571427,0.14285714285714285,0.14285714285714285,0.0,0.2857142857142857,0.07142857142857142,0.2857142857142857,0.0,0.21428571428571427],"feat_hi_count_14d":[3.0,2.0,3.0,2.0,2.0,0.0,4.0,1.0,4.0,0.0,3.0],"feat_hi_rate_30d":[0.13333333333333333,0.1,0.2,0.06666666666666667,0.13333333333333333,0.06666666666666667,0.23333333333333334,0.1,0.16666666666666666,0.03333333333333333,0.23333333333333334],"feat_hi_count_30d":[4.0,3.0,6.0,2.0,4.0,2.0,7.0,3.0,5.0,1.0,7.0],"feat_days_since_last_hi":[1.0,1.0,5.0,2.0,3.0,22.0,4.0,5.0,1.0,26.0,0.0],"feat_days_since_last_lo":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0],"feat_consec_hi_streak":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2.0],"feat_consec_lo_streak":[1.0,1.0,5.0,2.0,3.0,22.0,4.0,5.0,1.0,26.0,0.0],"feat_rank_hi_rate_30d_pct":[0.5909090909090909,0.4090909090909091,0.8181818181818182,0.22727272727272727,0.5909090909090909,0.22727272727272727,0.9545454545454546,0.4090909090909091,0.7272727272727273,0.09090909090909091,0.9545454545454546],"feat_rank_d_pct":[1.0,0.6363636363636364,0.2727272727272727,0.18181818181818182,0.36363636363636365,0.8181818181818182,0.9090909090909091,0.5454545454545454,0.45454545454545453,0.7272727272727273,0.09090909090909091],"feat_rank_d_rank":[11.0,7.0,3.0,2.0,4.0,9.0,10.0,6.0,5.0,8.0,1.0],"feat_rank_g_pct":[0.6363636363636364,0.09090909090909091,0.8181818181818182,0.45454545454545453,0.36363636363636365,0.5454545454545454,0.9090909090909091,0.7272727272727273,0.18181818181818182,0.2727272727272727,1.0],"feat_rank_g_rank":[7.0,1.0,9.0,5.0,4.0,6.0,10.0,8.0,2.0,3.0,11.0],"feat_rank_cum_d3_pct":[0.45454545454545453,0.5454545454545454,0.6363636363636364,0.2727272727272727,0.09090909090909091,1.0,0.7272727272727273,0.8181818181818182,0.18181818181818182,0.9090909090909091,0.36363636363636365],"feat_rank_cum_d3_rank":[5.0,6.0,7.0,3.0,1.0,11.0,8.0,9.0,2.0,10.0,4.0],"feat_rank_cum_d5_pct":[0.45454545454545453,0.7272727272727273,0.6363636363636364,0.18181818181818182,0.2727272727272727,1.0,0.8181818181818182,0.5454545454545454,0.09090909090909091,0.9090909090909091,0.36363636363636365],"feat_rank_cum_d5_rank":[5.0,8.0,7.0,2.0,3.0,11.0,9.0,6.0,1.0,10.0,4.0],"feat_rank_cum_d7_pct":[0.5454545454545454,0.8181818181818182,0.7272727272727273,0.18181818181818182,0.2727272727272727,1.0,0.6363636363636364,0.36363636363636365,0.09090909090909091,0.9090909090909091,0.45454545454545453],"feat_rank_cum_d7_rank":[6.0,9.0,8.0,2.0,3.0,11.0,7.0,4.0,1.0,10.0,5.0],"feat_rank_big_pct":[0.5,0.9545454545454546,0.18181818181818182,0.36363636363636365,0.7272727272727273,0.6363636363636364,0.5,0.2727272727272727,0.8181818181818182,0.9545454545454546,0.09090909090909091],"feat_rank_big_rank":[5.0,10.0,2.0,4.0,8.0,7.0,5.0,3.0,9.0,10.0,1.0],"feat_rank_reg_pct":[0.5,0.9545454545454546,0.6818181818181818,0.36363636363636365,0.8181818181818182,0.2727272727272727,0.18181818181818182,0.6818181818181818,0.9545454545454546,0.5,0.09090909090909091],"feat_rank_reg_rank":[5.0,10.0,7.0,4.0,9.0,3.0,2.0,7.0,10.0,5.0,1.0],"feat_daiban_raw":[273,274,275,276,277,278,279,280,281,282,283],"feat_daiban_rank_in_machine":[1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0],"feat_daiban_pct_in_machine":[0.09090909090909091,0.18181818181818182,0.2727272727272727,0.36363636363636365,0.45454545454545453,0.5454545454545454,0.6363636363636364,0.7272727272727273,0.8181818181818182,0.9090909090909091,1.0],"feat_is_min_daiban":[1,0,0,0,0,0,0,0,0,0,0],"feat_is_max_daiban":[0,0,0,0,0,0,0,0,0,0,1],"feat_daiban_block10":[27,27,27,27,27,27,27,28,28,28,28],"feat_neighbor_p1_hi":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,null],"feat_neighbor_m1_hi":[null,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_neighbor_p2_hi":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,null,null],"feat_neighbor_m2_hi":[null,null,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_block10_hi_rate_prev":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.25,0.25,0.25,0.25],"feat_day_of_month":[2,2,2,2,2,2,2,2,2,2,2],"feat_day_of_week":[5,5,5,5,5,5,5,5,5,5,5],"feat_week_of_month":[1,1,1,1,1,1,1,1,1,1,1],"feat_month":[5,5,5,5,5,5,5,5,5,5,5],"feat_is_weekend":[1,1,1,1,1,1,1,1,1,1,1],"feat_is_event_day":[0,0,0,0,0,0,0,0,0,0,0],"feat_is_month_start":[1,1,1,1,1,1,1,1,1,1,1],"feat_is_month_end":[0,0,0,0,0,0,0,0,0,0,0],"feat_days_since_last_event":[7,7,7,7,7,7,7,7,7,7,7],"feat_days_until_next_event":[3,3,3,3,3,3,3,3,3,3,3],"feat_machine_m_value":[11,11,11,11,11,11,11,11,11,11,11],"feat_machine_count":[11,11,11,11,11,11,11,11,11,11,11],"feat_machine_age_days":[387,387,387,387,387,387,387,387,387,387,387],"feat_machine_base_rate":[0.11975080756806646,0.11975080756806646,0.11975080756806646,0.11975080756806646,0.11975080756806646,0.11975080756806646,0.11975080756806646,0.11975080756806646,0.11975080756806646,0.11975080756806646,0.11975080756806646],"feat_machine_type_id":[0,0,0,0,0,0,0,0,0,0,0],"feat_last_ev1_hi":[0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,0.0,0.0],"feat_last_ev1_d":[779.0,557.0,-523.0,1218.0,-418.0,-867.0,3580.0,1219.0,-49.0,1145.0,591.0],"feat_last_ev2_hi":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_last_ev2_d":[-685.0,-679.0,-1146.0,-393.0,-934.0,-408.0,-626.0,-885.0,-667.0,-823.0,-269.0],"feat_last_ev3_hi":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0,1.0],"feat_last_ev3_d":[54.0,619.0,622.0,-1401.0,-993.0,-1505.0,-465.0,-1267.0,81.0,1448.0,1703.0],"feat_ev_hi_rate_3ev":[0.0,0.3333333333333333,0.0,0.0,0.0,0.0,0.3333333333333333,0.0,0.0,0.3333333333333333,0.3333333333333333],"feat_ev_hi_rate_5ev":[0.0,0.2,0.0,0.0,0.2,0.0,0.2,0.0,0.0,0.2,0.2],"feat_ext_event_g_lag1":[5819.0,8245.0,1980.0,7238.0,7006.0,6000.0,8142.0,6913.0,4674.0,6867.0,6001.0],"feat_ext_event_g_lag2":[2196.0,4794.0,2431.0,4966.0,1752.0,1976.0,5889.0,1651.0,6962.0,1156.0,2866.0],"feat_ext_event_g_lag3":[5191.0,4563.0,7098.0,3273.0,3885.0,7392.0,7121.0,7297.0,5611.0,7573.0,7694.0],"feat_ext_days_since_last_event_hi":[76.0,7.0,148.0,352.0,48.0,86.0,7.0,138.0,58.0,27.0,27.0],"feat_ext_cum_event_hi_count_3":[0.0,1.0,0.0,0.0,0.0,0.0,1.0,0.0,0.0,1.0,1.0],"feat_ext_cum_event_hi_count_5":[0.0,1.0,0.0,0.0,1.0,0.0,1.0,0.0,0.0,1.0,1.0],"feat_ext_rank_cum_d14_pct":[0.4545454680919647,0.8181818127632141,0.5454545617103577,0.6363636255264282,0.3636363744735718,1.0,0.1818181872367859,0.7272727489471436,0.09090909361839294,0.9090909361839294,0.27272728085517883],"feat_ext_rank_cum_d14_rank":[5.0,9.0,6.0,7.0,4.0,11.0,2.0,8.0,1.0,10.0,3.0],"feat_ext_rank_cum_g3d_pct":[0.6363636255264282,0.3636363744735718,0.4545454680919647,0.9090909361839294,0.8181818127632141,0.1818181872367859,0.7272727489471436,0.5454545617103577,0.27272728085517883,0.09090909361839294,1.0],"feat_ext_rank_cum_g3d_rank":[7.0,4.0,5.0,10.0,9.0,2.0,8.0,6.0,3.0,1.0,11.0],"feat_ext_rank_cum_g7d_pct":[0.4545454680919647,0.5454545617103577,0.09090909361839294,1.0,0.6363636255264282,0.27272728085517883,0.7272727489471436,0.8181818127632141,0.1818181872367859,0.3636363744735718,0.9090909361839294],"feat_ext_rank_cum_g7d_rank":[5.0,6.0,1.0,11.0,7.0,3.0,8.0,9.0,2.0,4.0,10.0],"feat_ext_rank_cum_g14d_pct":[0.9090909361839294,0.5454545617103577,0.27272728085517883,0.3636363744735718,0.6363636255264282,0.09090909361839294,1.0,0.8181818127632141,0.7272727489471436,0.1818181872367859,0.4545454680919647],"feat_ext_rank_cum_g14d_rank":[10.0,6.0,3.0,4.0,7.0,1.0,11.0,9.0,8.0,2.0,5.0],"feat_ext_rank_rote_pct":[0.22727273404598236,0.22727273404598236,0.7727272510528564,0.4545454680919647,0.5454545617103577,0.9090909361839294,0.6363636255264282,0.7727272510528564,0.22727273404598236,1.0,0.22727273404598236],"feat_ext_rank_rote_rank":[1.0,1.0,8.0,5.0,6.0,10.0,7.0,8.0,1.0,11.0,1.0],"feat_ext_rank_cum_regp7_pct":[0.9090909361839294,0.1818181872367859,0.3636363744735718,0.4545454680919647,0.27272728085517883,1.0,0.6363636255264282,0.7272727489471436,0.09090909361839294,0.8181818127632141,0.5454545617103577],"feat_ext_rank_cum_regp7_rank":[10.0,2.0,4.0,5.0,3.0,11.0,7.0,8.0,1.0,9.0,6.0],"feat_ext_rank_cum_bigp7_pct":[0.3636363744735718,0.9090909361839294,0.5454545617103577,0.09090909361839294,0.4545454680919647,1.0,0.8181818127632141,0.6363636255264282,0.27272728085517883,0.7272727489471436,0.1818181872367859],"feat_ext_rank_cum_bigp7_rank":[4.0,10.0,6.0,1.0,5.0,11.0,9.0,7.0,3.0,8.0,2.0],"feat_ext_rank_s1_pct":[0.5909090638160706,0.5909090638160706,0.5909090638160706,0.5909090638160706,0.5909090638160706,0.5909090638160706,0.5909090638160706,0.5909090638160706,0.5909090638160706,0.5909090638160706,0.09090909361839294],"feat_ext_rank_s1_rank":[2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,1.0],"feat_ext_rank_hi_rate7d_pct":[0.6818181872367859,0.27272728085517883,0.6818181872367859,0.27272728085517883,0.6818181872367859,0.9545454382896423,0.27272728085517883,0.6818181872367859,0.27272728085517883,0.9545454382896423,0.27272728085517883],"feat_ext_rank_hi_rate7d_rank":[6.0,1.0,6.0,1.0,6.0,10.0,1.0,6.0,1.0,10.0,1.0],"feat_ext_x_daiban_x_rote":[546.0,548.0,1650.0,828.0,1108.0,6394.0,1395.0,1680.0,562.0,7614.0,283.0],"feat_ext_x_daiban_x_cum_d7":[667485.0,133438.0,434225.0,2345448.0,1458128.0,-1283248.0,650907.0,883400.0,1801210.0,31866.0,1742148.0],"feat_ext_x_daiban_x_cum_g7":[10591854.0,11391824.0,8448550.0,13208808.0,11788566.0,9144532.0,12322314.0,12457200.0,9240966.0,9305436.0,12684909.0],"feat_ext_x_rote_x_cum_d7":[4890.0,974.0,9474.0,25494.0,21056.0,-106168.0,11665.0,18930.0,12820.0,3051.0,6156.0],"feat_ext_x_rote_x_ev_hi_lag1":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.0],"feat_ext_x_cum_d7_x_cum_g7":[94861112.0,20247512.0,48510040.0,406697280.0,224025312.0,-151838704.0,103039280.0,140365952.0,210799264.0,3728774.0,275930400.0],"feat_ext_x_s1_x_rote":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5.0],"feat_ext_x_s1_x_cum_d7":[0.0,0.0,0.0,0.0,0.0,-0.0,0.0,0.0,0.0,0.0,30780.0],"feat_ext_x_prev_d_x_rote":[-2268.0,-404.0,1434.0,3045.0,648.0,-15433.0,-4310.0,-882.0,80.0,-13986.0,1341.0],"feat_ext_x_prev_g_x_rote":[6858.0,1992.0,21942.0,7068.0,7336.0,74980.0,19645.0,21492.0,2320.0,45036.0,7612.0],"feat_ext_x_cum_d7_x_hi_rate7":[349.28570556640625,139.14285278320312,225.57142639160156,2428.0,752.0,-0.0,666.5714111328125,450.71429443359375,1831.4285888671875,0.0,1758.857177734375],"feat_ext_x_rote_x_hi_rate7":[0.2857142984867096,0.5714285969734192,0.8571428656578064,0.8571428656578064,0.5714285969734192,0.0,1.4285714626312256,0.8571428656578064,0.5714285969734192,0.0,0.2857142984867096],"feat_ext_x_machine_m_x_rote":[22.0,22.0,66.0,33.0,44.0,253.0,55.0,66.0,22.0,297.0,11.0],"feat_ext_x_machine_m_x_cum_d7":[26895.0,5357.0,17369.0,93478.0,57904.0,-50776.0,25663.0,34705.0,70510.0,1243.0,67716.0],"feat_ext_x_daiban_pct_x_cum_d7":[222.27272033691406,88.54545593261719,430.6363525390625,3090.181884765625,2392.727294921875,-2517.818115234375,1484.6363525390625,2294.54541015625,5244.54541015625,102.7272720336914,6156.0],"feat_ext_x_daiban_pct_x_rote":[0.1818181872367859,0.3636363744735718,1.6363636255264282,1.0909091234207153,1.8181818723678589,12.545454978942871,3.1818182468414307,4.363636493682861,1.6363636255264282,24.545454025268555,1.0],"feat_ext_x_prev_d_x_hi_rate7":[-162.0,-57.71428680419922,34.14285659790039,290.0,23.14285659790039,-0.0,-246.2857208251953,-21.0,11.428571701049805,-0.0,383.1428527832031],"feat_ext_x_s1_x_hi_rate7":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1.4285714626312256],"feat_ext_x_cum_g7_x_hi_rate7":[5542.5712890625,11878.857421875,4388.85693359375,13673.7138671875,6079.71435546875,0.0,12618.857421875,6355.71435546875,9396.0,0.0,12806.5712890625],"feat_ext_x_daiban_pct_x_hi_rate7":[0.012987012974917889,0.051948051899671555,0.03896103799343109,0.10389610379934311,0.06493506580591202,0.0,0.1818181872367859,0.10389610379934311,0.23376622796058655,0.0,0.2857142984867096],"feat_ext_mean_diff_above_baseline_7d":[2878.0,1346.0,1707.0,1831.0,3275.0,null,1758.5,1686.0,2682.0,null,1487.5],"feat_ext_volatility_7d":[4.253755569458008,15.602142333984375,6.2643914222717285,0.5182432532310486,2.02042293548584,1.1193305253982544,4.757284641265869,2.2227675914764404,1.5163060426712036,35.23080825805664,0.6337487697601318],"feat_ext_trend_d_7d":[-36.82143020629883,169.0357208251953,-68.71428680419922,-33.53571319580078,317.03570556640625,114.82142639160156,-353.25,-231.4642791748047,206.82142639160156,-182.0357208251953,202.25],"feat_ext_trend_g_7d":[19.714284896850586,-656.3214111328125,338.0,-357.8214416503906,-47.5,-201.5357208251953,-327.9285583496094,-371.6428527832031,95.75,-441.6071472167969,553.3571166992188],"feat_ext_lo_count_7d":[6.0,5.0,6.0,5.0,6.0,7.0,5.0,6.0,5.0,7.0,5.0],"feat_ext_lo_count_30d":[26.0,27.0,24.0,28.0,26.0,28.0,23.0,27.0,25.0,29.0,23.0],"feat_ext_hi_streak_3d":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_rote_acceleration":[1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,1.0,0.0],"feat_ext_is_7_no":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_month_sin":[0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5,0.5],"feat_ext_month_cos":[-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142,-0.8660253882408142],"feat_ext_day_of_week_sin":[-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797,-0.9749279022216797],"feat_ext_day_of_week_cos":[-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867,-0.22252093255519867],"feat_ext_is_holiday":[0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0],"feat_ext_island_id":[null,null,null,null,null,null,null,null,null,null,null],"feat_ext_island_size":[null,null,null,null,null,null,null,null,null,null,null],"feat_ext_island_hi_count_prev":[null,null,null,null,null,null,null,null,null,null,null],"feat_ext_island_hi_rate_d7":[null,null,null,null,null,null,null,null,null,null,null],"feat_ext_island_cum_hi_d7":[null,null,null,null,null,null,null,null,null,null,null],"feat_ext_island_third_or_more_d7":[null,null,null,null,null,null,null,null,null,null,null],"feat_ext_island_position_pct":[null,null,null,null,null,null,null,null,null,null,null],"feat_ext_island_neighbor_hi_prev":[null,null,null,null,null,null,null,null,null,null,null],"feat_ext_island_all_hi_prev":[null,null,null,null,null,null,null,null,null,null,null],"feat_store_hi_rate_365d":[0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252,0.08026238530874252],"feat_store_event_boost_365d":[-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675,-0.0108672846108675],"feat_store_hi_rate_std_30d":[0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913,0.07316678762435913],"feat_store_hi_rate_trend_30d":[-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05,-5.2345742005854845e-05],"feat_store_machine_hi_rate_365d":[0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054],"feat_te_machine":[0.11749065667390823,0.11749065667390823,0.11749065667390823,0.11749065667390823,0.11749065667390823,0.11749065667390823,0.11749065667390823,0.11749065667390823,0.11749065667390823,0.11749065667390823,0.11749065667390823],"feat_te_event_machine":[0.12144023925065994,0.12144023925065994,0.12144023925065994,0.12144023925065994,0.12144023925065994,0.12144023925065994,0.12144023925065994,0.12144023925065994,0.12144023925065994,0.12144023925065994,0.12144023925065994],"feat_machine_low_activity_score":[0.5454545617103577,0.4545454680919647,0.9090909361839294,0.0,0.3636363744735718,0.7272727489471436,0.27272728085517883,0.1818181872367859,0.8181818127632141,0.6363636255264282,0.09090909361839294],"feat_machine_high_activity_score":[0.4545454680919647,0.5454545617103577,0.09090909361839294,1.0,0.6363636255264282,0.27272728085517883,0.7272727489471436,0.8181818127632141,0.1818181872367859,0.3636363744735718,0.9090909361839294],"feat_machine_hi_rate_12m":[0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054,0.11903566122055054],"feat_machine_hi_rate_3m":[0.11950970441102982,0.11950970441102982,0.11950970441102982,0.11950970441102982,0.11950970441102982,0.11950970441102982,0.11950970441102982,0.11950970441102982,0.11950970441102982,0.11950970441102982,0.11950970441102982],"feat_3ax_hi_rate_365d":[0.1232571080327034,0.1232571080327034,0.1232571080327034,0.1232571080327034,0.1232571080327034,0.1232571080327034,0.1232571080327034,0.1232571080327034,0.1232571080327034,0.1232571080327034,0.1232571080327034],"feat_3ax_hi_rate_180d":[0.13099943101406097,0.13099943101406097,0.13099943101406097,0.13099943101406097,0.13099943101406097,0.13099943101406097,0.13099943101406097,0.13099943101406097,0.13099943101406097,0.13099943101406097,0.13099943101406097],"feat_3ax_hi_rate_90d":[0.12159091234207153,0.12159091234207153,0.12159091234207153,0.12159091234207153,0.12159091234207153,0.12159091234207153,0.12159091234207153,0.12159091234207153,0.12159091234207153,0.12159091234207153,0.12159091234207153],"feat_n1_pattern_match":[0.5454545617103577,0.4545454680919647,0.9090909361839294,0.0,0.3636363744735718,0.7272727489471436,0.27272728085517883,0.1818181872367859,0.8181818127632141,0.6363636255264282,0.09090909361839294],"feat_n1_rote_alignment":[0.043478261679410934,0.043478261679410934,0.21739129722118378,0.08695652335882187,0.1304347813129425,0.95652174949646,0.17391304671764374,0.21739129722118378,0.043478261679410934,0.8695651888847351,0.0],"feat_n1_prev_event_hi":[0.0,0.0,1.0,0.0,0.0,1.0,1.0,0.0,0.0,0.0,0.0],"feat_n1_event_hi_streak":[0.0,0.0,1.0,0.0,0.0,1.0,2.0,0.0,0.0,0.0,0.0],"feat_n1_activity_x_rote":[0.023715415969491005,0.01976284757256508,0.197628453373909,0.0,0.04743083193898201,0.695652186870575,0.04743083193898201,0.03952569141983986,0.035573121160268784,0.5533596277236938,0.0]},"raw_data":{},"台番号":[273,274,275,276,277,278,279,280,281,282,283]}},"excel_path":"D:\\juggler_predict\\stores\\toyohallkiba\\output\\予測_2026-05-12.xlsx"}