Tnlin's group workspace
Group: lightgbm
Name
42 visualized
State
Notes
User
Tags
Created
Runtime
Sweep
update.bagging_fraction
update.boosting_type
update.colsample_bytree
update.feature_fraction
update.feature_name
update.importance_type
update.lambda_l1
update.lambda_l2
update.learning_rate
update.max_depth
update.min_child_samples
update.min_child_weight
update.min_data_in_leaf
update.min_split_gain
update.min_sum_hessian
update.n_estimators
update.n_jobs
update.num_iterations
update.num_leaves
update.objective
update.random_state
update.reg_alpha
update.reg_lambda
update.silent
update.subsample
update.subsample_for_bin
update.subsample_freq
BR
BR_eval
BR_tr
MAE_eval
MAE_tr
MAE_train
PDAcc_eval
PDAcc_tr
PDF1_eval
PDF1_tr
PDP_eval
PDP_tr
PDR_eval
PDR_tr
X_train.shape
c1
c2
Finished
-
tnlin
56s
-
0.7
gbdt
1
0.7
["Room_type ID","year","quarter","month","day","week","weekday","dayofyear","is_year_start","is_year_end","is_quarter_start","is_quarter_end","is_month_start","is_month_end","Region","Hotel_type","price_table","4 Design Inn","BoBo旅店","Deer Path 鹿徑文旅","DiDi House","Hikids童趣主題民宿","J.T.World 趣旅行(花蓮火車站民宿)","cozy無印良居","一緒二咖啡民居","二魚青年旅舍","台南住好運溜滑梯親子民宿","台東沐泉民宿","墾丁米拉貝拉","墾丁蜻旅文創","夢田信箱渡假別墅","娜娜雅築","宅安平","寗夏印象渡假會館","小天使民宿","小森旅宿","庫房301","彩虹島","日安艸木 環境友善民宿(馬桶有魚)","日月潭兒茶宿","普悠瑪民宿","曼波‧大宅門精緻旅店","樂多民宿","樂遊民宿","沐泉民宿站前館","海安竺居","海洋派對親子民宿","班卡拉渡假旅店","異宿風巢景觀旅店","白色風車海景民宿","礁溪-雅比斯湯宿","窩好宅","簡單小日子民宿","米樂民宿","綠茵小筑度假莊園","老古石渡","臺東陽光走廊民宿","萌香旅店","蒙地拿旅店","藍洋洋民宿","金洋麗舍","陽光棕櫚渡假民宿","阿里山初日","九份山經","is_booked30median","is_booked30mean","is_booked30std","is_booked30skew","is_booked30kurt","is_booked30min","is_booked30max","is_booked30q25","is_booked30q75","is_booked90median","is_booked90mean","is_booked90std","is_booked90skew","is_booked90kurt","is_booked90min","is_booked90max","is_booked90q25","is_booked90q75","is_booked180median","is_booked180mean","is_booked180std","is_booked180skew","is_booked180kurt","is_booked180min","is_booked180max","is_booked180q25","is_booked180q75","is_booked360median","is_booked360mean","is_booked360std","is_booked360skew","is_booked360kurt","is_booked360min","is_booked360max","is_booked360q25","is_booked360q75","Grand Total30median","Grand Total30mean","Grand Total30std","Grand Total30skew","Grand Total30kurt","Grand Total30min","Grand Total30max","Grand Total30q25","Grand Total30q75","Grand Total90median","Grand Total90mean","Grand Total90std","Grand Total90skew","Grand Total90kurt","Grand Total90min","Grand Total90max","Grand Total90q25","Grand Total90q75","Grand Total180median","Grand Total180mean","Grand Total180std","Grand Total180skew","Grand Total180kurt","Grand Total180min","Grand Total180max","Grand Total180q25","Grand Total180q75","Grand Total360median","Grand Total360mean","Grand Total360std","Grand Total360skew","Grand Total360kurt","Grand Total360min","Grand Total360max","Grand Total360q25","Grand Total360q75","228","中國十一長假","中秋","南投日月潭泳渡","台東鐵人三項","新年","日本黃金週","暑假","清明","澎湖花火節","端午","花火節","跨年","雙十"]
split
0
1
0.01
7
20
0.001
20
0
5
100
-1
6000
128
mae
42
0
0
true
1
200000
2
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
tnlin
2m
-
0.7
gbdt
1
0.7
["Room_type ID","year","quarter","month","day","week","weekday","dayofyear","is_year_start","is_year_end","is_quarter_start","is_quarter_end","is_month_start","is_month_end","Region","Hotel_type","price_table","4 Design Inn","BoBo旅店","Deer Path 鹿徑文旅","DiDi House","Hikids童趣主題民宿","J.T.World 趣旅行(花蓮火車站民宿)","cozy無印良居","一緒二咖啡民居","二魚青年旅舍","台南住好運溜滑梯親子民宿","台東沐泉民宿","墾丁米拉貝拉","墾丁蜻旅文創","夢田信箱渡假別墅","娜娜雅築","宅安平","寗夏印象渡假會館","小天使民宿","小森旅宿","庫房301","彩虹島","日安艸木 環境友善民宿(馬桶有魚)","日月潭兒茶宿","普悠瑪民宿","曼波‧大宅門精緻旅店","樂多民宿","樂遊民宿","沐泉民宿站前館","海安竺居","海洋派對親子民宿","班卡拉渡假旅店","異宿風巢景觀旅店","白色風車海景民宿","礁溪-雅比斯湯宿","窩好宅","簡單小日子民宿","米樂民宿","綠茵小筑度假莊園","老古石渡","臺東陽光走廊民宿","萌香旅店","蒙地拿旅店","藍洋洋民宿","金洋麗舍","陽光棕櫚渡假民宿","阿里山初日","九份山經","is_booked30median","is_booked30mean","is_booked30std","is_booked30skew","is_booked30kurt","is_booked30min","is_booked30max","is_booked30q25","is_booked30q75","is_booked90median","is_booked90mean","is_booked90std","is_booked90skew","is_booked90kurt","is_booked90min","is_booked90max","is_booked90q25","is_booked90q75","is_booked180median","is_booked180mean","is_booked180std","is_booked180skew","is_booked180kurt","is_booked180min","is_booked180max","is_booked180q25","is_booked180q75","is_booked360median","is_booked360mean","is_booked360std","is_booked360skew","is_booked360kurt","is_booked360min","is_booked360max","is_booked360q25","is_booked360q75","228","中國十一長假","中秋","南投日月潭泳渡","台東鐵人三項","新年","日本黃金週","暑假","清明","澎湖花火節","端午","花火節","跨年","雙十","last_festival","next_festival","is_festival"]
split
0
1
0.01
7
20
0.001
20
0
5
100
-1
6000
128
mae
42
0
0
true
1
200000
2
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
tnlin
2m 44s
-
0.7
gbdt
1
0.7
["Room_type ID","year","quarter","month","day","week","weekday","dayofyear","is_year_start","is_year_end","is_quarter_start","is_quarter_end","is_month_start","is_month_end","Region","Hotel_type","price_table","4 Design Inn","BoBo旅店","Deer Path 鹿徑文旅","DiDi House","Hikids童趣主題民宿","J.T.World 趣旅行(花蓮火車站民宿)","cozy無印良居","一緒二咖啡民居","二魚青年旅舍","台南住好運溜滑梯親子民宿","台東沐泉民宿","墾丁米拉貝拉","墾丁蜻旅文創","夢田信箱渡假別墅","娜娜雅築","宅安平","寗夏印象渡假會館","小天使民宿","小森旅宿","庫房301","彩虹島","日安艸木 環境友善民宿(馬桶有魚)","日月潭兒茶宿","普悠瑪民宿","曼波‧大宅門精緻旅店","樂多民宿","樂遊民宿","沐泉民宿站前館","海安竺居","海洋派對親子民宿","班卡拉渡假旅店","異宿風巢景觀旅店","白色風車海景民宿","礁溪-雅比斯湯宿","窩好宅","簡單小日子民宿","米樂民宿","綠茵小筑度假莊園","老古石渡","臺東陽光走廊民宿","萌香旅店","蒙地拿旅店","藍洋洋民宿","金洋麗舍","陽光棕櫚渡假民宿","阿里山初日","九份山經","is_booked30median","is_booked30mean","is_booked30std","is_booked30skew","is_booked30kurt","is_booked30min","is_booked30max","is_booked90median","is_booked90mean","is_booked90std","is_booked90skew","is_booked90kurt","is_booked90min","is_booked90max","is_booked180median","is_booked180mean","is_booked180std","is_booked180skew","is_booked180kurt","is_booked180min","is_booked180max","Grand Total30median","Grand Total30mean","Grand Total30std","Grand Total30skew","Grand Total30kurt","Grand Total30min","Grand Total30max","Grand Total90median","Grand Total90mean","Grand Total90std","Grand Total90skew","Grand Total90kurt","Grand Total90min","Grand Total90max","Grand Total180median","Grand Total180mean","Grand Total180std","Grand Total180skew","Grand Total180kurt","Grand Total180min","Grand Total180max","228","中國十一長假","中秋","南投日月潭泳渡","台東鐵人三項","新年","日本黃金週","暑假","清明","澎湖花火節","端午","花火節","跨年","雙十","reviewCount","ratingValue","性價比","設施","員工素質","免費 WiFi","整潔度","住宿地點","舒適程度"]
split
0
1
0.01
7
20
0.001
20
0
5
100
-1
6000
128
mae
420
0
0
true
1
200000
2
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
tnlin
12s
-
0.7
gbdt
1
0.7
["year","quarter","month","day","week","weekday","dayofyear","is_year_start","is_year_end","is_quarter_start","is_quarter_end","is_month_start","is_month_end","Region","Hotel_type","is_booked","4 Design Inn","BoBo旅店","Deer Path 鹿徑文旅","DiDi House","Hikids童趣主題民宿","J.T.World 趣旅行(花蓮火車站民宿)","cozy無印良居","一緒二咖啡民居","二魚青年旅舍","台南住好運溜滑梯親子民宿","台東沐泉民宿","墾丁米拉貝拉","墾丁蜻旅文創","夢田信箱渡假別墅","娜娜雅築","宅安平","寗夏印象渡假會館","小天使民宿","小森旅宿","庫房301","彩虹島","日安艸木 環境友善民宿(馬桶有魚)","日月潭兒茶宿","普悠瑪民宿","曼波‧大宅門精緻旅店","樂多民宿","樂遊民宿","沐泉民宿站前館","海安竺居","海洋派對親子民宿","班卡拉渡假旅店","異宿風巢景觀旅店","白色風車海景民宿","礁溪-雅比斯湯宿","窩好宅","簡單小日子民宿","米樂民宿","綠茵小筑度假莊園","老古石渡","臺東陽光走廊民宿","萌香旅店","蒙地拿旅店","藍洋洋民宿","金洋麗舍","陽光棕櫚渡假民宿","阿里山初日","九份山經","median30","mean30","std30","skew30","kurt30","hmean30","median90","mean90","std90","skew90","kurt90","hmean90","median180","mean180","std180","skew180","kurt180","hmean180","228","中國十一長假","中秋","南投日月潭泳渡","台東鐵人三項","新年","日本黃金週","暑假","清明","澎湖花火節","端午","花火節","跨年","雙十"]
split
0
1
0.01
7
20
0.001
5
0
5
100
-1
1000
128
mae
42
0
0
true
1
200000
2
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
tnlin
8s
-
0.7
gbdt
1
0.7
["Room_type ID","year","quarter","month","day","week","weekday","dayofyear","is_year_start","is_year_end","is_quarter_start","is_quarter_end","is_month_start","is_month_end","Region","Hotel_type","price_table","4 Design Inn","BoBo旅店","Deer Path 鹿徑文旅","DiDi House","Hikids童趣主題民宿","J.T.World 趣旅行(花蓮火車站民宿)","cozy無印良居","一緒二咖啡民居","二魚青年旅舍","台南住好運溜滑梯親子民宿","台東沐泉民宿","墾丁米拉貝拉","墾丁蜻旅文創","夢田信箱渡假別墅","娜娜雅築","宅安平","寗夏印象渡假會館","小天使民宿","小森旅宿","庫房301","彩虹島","日安艸木 環境友善民宿(馬桶有魚)","日月潭兒茶宿","普悠瑪民宿","曼波‧大宅門精緻旅店","樂多民宿","樂遊民宿","沐泉民宿站前館","海安竺居","海洋派對親子民宿","班卡拉渡假旅店","異宿風巢景觀旅店","白色風車海景民宿","礁溪-雅比斯湯宿","窩好宅","簡單小日子民宿","米樂民宿","綠茵小筑度假莊園","老古石渡","臺東陽光走廊民宿","萌香旅店","蒙地拿旅店","藍洋洋民宿","金洋麗舍","陽光棕櫚渡假民宿","阿里山初日","九份山經","is_booked30median","is_booked30mean","is_booked30std","is_booked30skew","is_booked30kurt","is_booked30min","is_booked30max","is_booked30q25","is_booked30q75","is_booked90median","is_booked90mean","is_booked90std","is_booked90skew","is_booked90kurt","is_booked90min","is_booked90max","is_booked90q25","is_booked90q75","is_booked180median","is_booked180mean","is_booked180std","is_booked180skew","is_booked180kurt","is_booked180min","is_booked180max","is_booked180q25","is_booked180q75","is_booked360median","is_booked360mean","is_booked360std","is_booked360skew","is_booked360kurt","is_booked360min","is_booked360max","is_booked360q25","is_booked360q75","228","中國十一長假","中秋","南投日月潭泳渡","台東鐵人三項","新年","日本黃金週","暑假","清明","澎湖花火節","端午","花火節","跨年","雙十","last_festival","next_festival","is_festival"]
split
0
1
0.01
7
20
0.001
20
0
5
100
-1
6000
128
mae
42
0
0
true
1
200000
2
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
tnlin
51s
-
0.7
gbdt
1
0.7
["Room_type ID","year","quarter","month","day","week","weekday","dayofyear","is_year_start","is_year_end","is_quarter_start","is_quarter_end","is_month_start","is_month_end","Region","Hotel_type","price_table","4 Design Inn","BoBo旅店","Deer Path 鹿徑文旅","DiDi House","Hikids童趣主題民宿","J.T.World 趣旅行(花蓮火車站民宿)","cozy無印良居","一緒二咖啡民居","二魚青年旅舍","台南住好運溜滑梯親子民宿","台東沐泉民宿","墾丁米拉貝拉","墾丁蜻旅文創","夢田信箱渡假別墅","娜娜雅築","宅安平","寗夏印象渡假會館","小天使民宿","小森旅宿","庫房301","彩虹島","日安艸木 環境友善民宿(馬桶有魚)","日月潭兒茶宿","普悠瑪民宿","曼波‧大宅門精緻旅店","樂多民宿","樂遊民宿","沐泉民宿站前館","海安竺居","海洋派對親子民宿","班卡拉渡假旅店","異宿風巢景觀旅店","白色風車海景民宿","礁溪-雅比斯湯宿","窩好宅","簡單小日子民宿","米樂民宿","綠茵小筑度假莊園","老古石渡","臺東陽光走廊民宿","萌香旅店","蒙地拿旅店","藍洋洋民宿","金洋麗舍","陽光棕櫚渡假民宿","阿里山初日","九份山經","is_booked30median","is_booked30mean","is_booked30std","is_booked30skew","is_booked30kurt","is_booked30min","is_booked30max","is_booked90median","is_booked90mean","is_booked90std","is_booked90skew","is_booked90kurt","is_booked90min","is_booked90max","is_booked180median","is_booked180mean","is_booked180std","is_booked180skew","is_booked180kurt","is_booked180min","is_booked180max","Grand Total30median","Grand Total30mean","Grand Total30std","Grand Total30skew","Grand Total30kurt","Grand Total30min","Grand Total30max","Grand Total90median","Grand Total90mean","Grand Total90std","Grand Total90skew","Grand Total90kurt","Grand Total90min","Grand Total90max","Grand Total180median","Grand Total180mean","Grand Total180std","Grand Total180skew","Grand Total180kurt","Grand Total180min","Grand Total180max","228","中國十一長假","中秋","南投日月潭泳渡","台東鐵人三項","新年","日本黃金週","暑假","清明","澎湖花火節","端午","花火節","跨年","雙十"]
split
0
1
0.01
7
20
0.001
20
0
5
100
-1
6000
128
mae
42
0
0
true
1
200000
2
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Finished
-
tnlin
28s
-
0.7
gbdt
1
0.7
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tnlin
10s
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tnlin
12s
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gbdt
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tnlin
4s
-
0.7
gbdt
1
0.7
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