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JeremyLi28 committed Sep 18, 2015
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10 changes: 5 additions & 5 deletions logs/features.log
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,feature_name,feature_type,data_time,parameters,category,feature_address,description,feature_shape
0,BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100,BOW,"[""2014-07-01"", ""2014-11-30""]","{""max_features"": 100, ""vec_time"": [""2014-07-01"", ""2014-11-30""]}",I,../features/BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100.feature,Bag of Words in word count from 2014-07-01 to 2014-11-30 using top 100 words,"[1354048, 100]"
1,BOW_2014-12-01_2014-12-31_2014-07-01_2014-11-30_100,BOW,"[""2014-12-01"", ""2014-12-31""]","{""max_features"": 100, ""vec_time"": [""2014-07-01"", ""2014-11-30""]}",I,../features/BOW_2014-12-01_2014-12-31_2014-07-01_2014-11-30_100.feature,Bag of Words in word count from 2014-12-01 to 2014-12-31 using top 100 words,"[272702, 100]"
2,UAVG_2014-07-01_2014-11-30,UAVG,"[""2014-07-01"", ""2014-11-30""]",{},U,../features/UAVG_2014-07-01_2014-11-30.feature,User's average forward/comment/like count during2014-07-01-2014-11-30,"[1354048, 3]"
3,UAVG_2014-12-01_2014-12-31,UAVG,"[""2014-12-01"", ""2014-12-31""]",{},U,../features/UAVG_2014-12-01_2014-12-31.feature,User's average forward/comment/like count during2014-12-01-2014-12-31,"[272702, 3]"
,feature_name,feature_type,data_time,parameters,category,feature_address,usage,description,feature_shape
0,U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59,U_AVG,"[""2015-02-01 00:00:00"", ""2015-06-30 23:59:59""]",{},U,../features/U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59.feature,train,User's average forward/comment/like count during2015-02-01 00:00:00-2015-06-30 23:59:59,"[1044681, 3]"
1,U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-07-01 00:00:00_2015-07-31 23:59:59,U_AVG,"[""2015-07-01 00:00:00"", ""2015-07-31 23:59:59""]",{},U,../features/U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-07-01 00:00:00_2015-07-31 23:59:59.feature,test,User's average forward/comment/like count during2015-07-01 00:00:00-2015-07-31 23:59:59,"[184937, 3]"
2,U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59,U_AVG,"[""2015-03-01 00:00:00"", ""2015-07-31 23:59:59""]",{},U,../features/U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59.feature,train,User's average forward/comment/like count during2015-03-01 00:00:00-2015-07-31 23:59:59,"[988061, 3]"
3,U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-08-01 00:00:00_2015-08-31 23:59:59,U_AVG,"[""2015-08-01 00:00:00"", ""2015-08-31 23:59:59""]",{},U,../features/U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-08-01 00:00:00_2015-08-31 23:59:59.feature,test,User's average forward/comment/like count during2015-08-01 00:00:00-2015-08-31 23:59:59,"[178297, 3]"
5 changes: 3 additions & 2 deletions logs/test.log
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,test_name,features,fmodel,cmodel,lmodel,dev_f,dev_c,dev_l,precision,model_evaluation
0,BOW_2014-12-01_2014-12-31_2014-07-01_2014-11-30_100_BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_forward_count_BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_comment_count_BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_like_count,"[""BOW_2014-12-01_2014-12-31_2014-07-01_2014-11-30_100""]",BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_forward_count,BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_comment_count,BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_like_count,0.18658595688884083,0.06436337137747623,0.07195932326529227,0.21039135305362244,"{""lvs"": 0.0017419149074051621, ""lsos"": 348.46502042522604, ""cvs"": -0.00023912330681596927, ""fsos"": 2901.4505504176718, ""csos"": 168.74172539988706, ""fvs"": 0.0013724286846567013}"
,test_name,f_features,c_features,l_features,f_model,c_model,l_model,dev_f,dev_c,dev_l,precision,model_evaluation,result_address
0,U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-07-01 00:00:00_2015-07-31 23:59:59U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-07-01 00:00:00_2015-07-31 23:59:59U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-07-01 00:00:00_2015-07-31 23:59:59_U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59_LR_forward_count_U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59_LR_comment_count_U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59_LR_like_count,"[""U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-07-01 00:00:00_2015-07-31 23:59:59""]","[""U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-07-01 00:00:00_2015-07-31 23:59:59""]","[""U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-07-01 00:00:00_2015-07-31 23:59:59""]",U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59_LR_forward_count,U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59_LR_comment_count,U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59_LR_like_count,0.23561748025672855,0.0500230560357519,0.11490827637724786,0.14878645418076905,"{""lvs"": -0.00078978004355589881, ""lsos"": 1035.5988850257115, ""cvs"": -0.00027019767237823622, ""fsos"": 7858.0547862244985, ""csos"": 147.57257877006765, ""fvs"": -0.00060730492908001033}",
1,U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-08-01 00:00:00_2015-08-31 23:59:59U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-08-01 00:00:00_2015-08-31 23:59:59U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-08-01 00:00:00_2015-08-31 23:59:59_U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_forward_count_U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_comment_count_U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_like_count,"[""U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-08-01 00:00:00_2015-08-31 23:59:59""]","[""U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-08-01 00:00:00_2015-08-31 23:59:59""]","[""U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-08-01 00:00:00_2015-08-31 23:59:59""]",U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_forward_count,U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_comment_count,U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_like_count,0.0,0.0,0.0,0.0,{},../results/result_2015-09-18 00:29:14.707254.txt
14 changes: 7 additions & 7 deletions logs/train.log
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,model_name,features,model_type,label,model_parameters,evaluation,model_address,train_time
0,BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_forward_count,"[""BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100""]",LR,forward_count,{},"{""sos"": 9685.495063525079, ""vs"": 0.0007090218440009011}",../models/BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_forward_count.model,8.44704008102417
1,BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_comment_count,"[""BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100""]",LR,comment_count,{},"{""sos"": 1417.615941072296, ""vs"": 0.00034625251632658394}",../models/BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_comment_count.model,9.041326999664307
2,BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_like_count,"[""BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100""]",LR,like_count,{},"{""sos"": 531.5494630598208, ""vs"": 0.00173097462842009}",../models/BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_LR_like_count.model,7.989259958267213
3,BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_UAVG_2014-07-01_2014-11-30_LR_forward_count,"[""BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100"", ""UAVG_2014-07-01_2014-11-30""]",LR,forward_count,{},"{""sos"": 9482.1445311630468, ""vs"": 0.021689503591171277}",../models/BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_UAVG_2014-07-01_2014-11-30_LR_forward_count.model,8.57467794418335
4,BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_UAVG_2014-07-01_2014-11-30_LR_comment_count,"[""BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100"", ""UAVG_2014-07-01_2014-11-30""]",LR,comment_count,{},"{""sos"": 1355.8854957043905, ""vs"": 0.043876428255734234}",../models/BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_UAVG_2014-07-01_2014-11-30_LR_comment_count.model,8.939181089401245
5,BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_UAVG_2014-07-01_2014-11-30_LR_like_count,"[""BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100"", ""UAVG_2014-07-01_2014-11-30""]",LR,like_count,{},"{""sos"": 290.26518402256983, ""vs"": 0.45487153597048591}",../models/BOW_2014-07-01_2014-11-30_2014-07-01_2014-11-30_100_UAVG_2014-07-01_2014-11-30_LR_like_count.model,8.740821123123169
,model_name,features,model_type,label,model_parameters,category,evaluation,model_address,train_time
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2,U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59_LR_like_count,"[""U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59""]",LR,like_count,{},U,"{""sos"": 1814.9101798318986, ""vs"": 1.6689072825926132e-06}",../models/U_AVG_2015-02-01 00:00:00_2015-06-30 23:59:592015-02-01 00:00:00_2015-06-30 23:59:59_LR_like_count.model,0.1461331844329834
3,U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_forward_count,"[""U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59""]",LR,forward_count,{},U,"{""sos"": 8331.0492051577712, ""vs"": 5.8740812114432828e-07}",../models/U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_forward_count.model,0.11975908279418945
4,U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_comment_count,"[""U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59""]",LR,comment_count,{},U,"{""sos"": 361.10236364250608, ""vs"": 5.9774029881332069e-07}",../models/U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_comment_count.model,0.11559700965881348
5,U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_like_count,"[""U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59""]",LR,like_count,{},U,"{""sos"": 1644.1495787538333, ""vs"": 5.2005795758702789e-07}",../models/U_AVG_2015-03-01 00:00:00_2015-07-31 23:59:592015-03-01 00:00:00_2015-07-31 23:59:59_LR_like_count.model,0.11438488960266113
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