Skip to content

Commit

Permalink
final language data run
Browse files Browse the repository at this point in the history
  • Loading branch information
rchan26 committed Dec 6, 2023
1 parent 571331f commit f9b5bc4
Show file tree
Hide file tree
Showing 6 changed files with 222 additions and 205 deletions.
387 changes: 202 additions & 185 deletions paper-examples/language_dataset_anomalies.ipynb

Large diffs are not rendered by default.

Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
,cumsum,with_prefix,auc,se,total_fit_time,total_compute_score_time,mse_between_scores,rmse_between_scores,mae_between_scores,mse_between_norm_scores,rmse_between_norm_scores,mae_between_norm_scores
0,False,False,0.48081160500000003,0.004103368581742017,0.13216328620910645,0.11738705635070801,0.003436300899818589,0.05861997014515266,0.05052056571413158,2.5530407537133257,1.5978237555229067,1.3770556320757623
1,False,True,0.6342248149999999,0.003884960947243883,0.24109411239624023,0.20950603485107422,0.003436300899818589,0.05861997014515266,0.05052056571413158,2.5530407537133257,1.5978237555229067,1.3770556320757623
2,True,False,0.71275548,0.003627706192352872,0.34661293029785156,0.27277517318725586,0.0016967020267764222,0.041191043040646864,0.0340457041759254,0.8109855708847232,0.9005473729264459,0.7443309805193774
3,True,True,0.7391926499999999,0.0034993420253571716,0.4535858631134033,0.34941792488098145,0.0016967020267764222,0.041191043040646864,0.0340457041759254,0.8109855708847232,0.9005473729264459,0.7443309805193774
0,False,False,0.48081160500000003,0.004103368581742017,0.13393807411193848,0.1145777702331543,0.003436300899818589,0.05861997014515266,0.05052056571413158,2.5530407537133257,1.5978237555229067,1.3770556320757623
1,False,True,0.6342248149999999,0.003884960947243883,0.24794220924377441,0.18746280670166016,0.003436300899818589,0.05861997014515266,0.05052056571413158,2.5530407537133257,1.5978237555229067,1.3770556320757623
2,True,False,0.71275548,0.003627706192352872,0.36483120918273926,0.25202465057373047,0.0016967020267764222,0.041191043040646864,0.0340457041759254,0.8109855708847232,0.9005473729264459,0.7443309805193774
3,True,True,0.7391926499999999,0.0034993420253571716,0.48015427589416504,0.3200654983520508,0.0016967020267764222,0.041191043040646864,0.0340457041759254,0.8109855708847232,0.9005473729264459,0.7443309805193774
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
,cumsum,with_prefix,auc,se,total_fit_time,total_compute_score_time,mse_between_scores,rmse_between_scores,mae_between_scores,mse_between_norm_scores,rmse_between_norm_scores,mae_between_norm_scores
0,False,False,0.643683775,0.003871060373736696,0.1591019630432129,0.12285590171813965,0.00014941488322926688,0.012223538081474892,0.009520642218273602,0.7842275376066362,0.8855662242919138,0.6897478558068549
1,False,True,0.6148406450000001,0.003967800265725457,0.28130507469177246,0.2226097583770752,0.00014941488322926688,0.012223538081474892,0.009520642218273602,0.7842275376066362,0.8855662242919138,0.6897478558068549
2,True,False,0.722898575,0.00357524646388613,0.4067690372467041,0.33114171028137207,0.001229020496122409,0.03505738860957001,0.030745399691977444,0.6382338091045086,0.7988953680579883,0.700632830258989
3,True,True,0.7214370449999999,0.0035619707497822413,0.5334229469299316,0.4361426830291748,0.001229020496122409,0.03505738860957001,0.030745399691977444,0.6382338091045086,0.7988953680579883,0.700632830258989
0,False,False,0.643683775,0.003871060373736696,0.1613171100616455,0.12134027481079102,0.00014941488322926688,0.012223538081474892,0.009520642218273602,0.7842275376066362,0.8855662242919138,0.6897478558068549
1,False,True,0.6148406450000001,0.003967800265725457,0.29027605056762695,0.23244237899780273,0.00014941488322926688,0.012223538081474892,0.009520642218273602,0.7842275376066362,0.8855662242919138,0.6897478558068549
2,True,False,0.722898575,0.00357524646388613,0.418837308883667,0.3311634063720703,0.001229020496122409,0.03505738860957001,0.030745399691977444,0.6382338091045086,0.7988953680579883,0.700632830258989
3,True,True,0.7214370449999999,0.0035619707497822413,0.5461611747741699,0.438063383102417,0.001229020496122409,0.03505738860957001,0.030745399691977444,0.6382338091045086,0.7988953680579883,0.700632830258989
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
,cumsum,with_prefix,auc,se,total_fit_time,total_compute_score_time,mse_between_scores,rmse_between_scores,mae_between_scores,mse_between_norm_scores,rmse_between_norm_scores,mae_between_norm_scores
0,False,False,0.4616964,0.004081516404594727,21.20236897468567,2.9087066650390625e-05,0.010538103328468596,0.10265526449465998,0.06619450836457347,1.6716825726787188,1.292935641352159,0.8337150515139213
1,False,True,0.725796005,0.003553366125326552,42.40060210227966,5.888938903808594e-05,0.010538103328468596,0.10265526449465998,0.06619450836457347,1.6716825726787188,1.292935641352159,0.8337150515139213
2,True,False,0.769341265,0.0033278189596788873,64.40126323699951,0.0002758502960205078,0.005326253971207811,0.07298118916000075,0.05606122924400197,0.19328746645805378,0.4396447047992888,0.3377174702871647
3,True,True,0.759815645,0.0033655994399676707,86.06431221961975,0.00030994415283203125,0.005326253971207811,0.07298118916000075,0.05606122924400197,0.19328746645805378,0.4396447047992888,0.3377174702871647
0,False,False,0.4616964,0.004081516404594727,21.11505699157715,0.00020313262939453125,0.010538103328468596,0.10265526449465998,0.06619450836457347,1.6716825726787188,1.292935641352159,0.8337150515139213
1,False,True,0.725796005,0.003553366125326552,42.48075604438782,0.00023317337036132812,0.010538103328468596,0.10265526449465998,0.06619450836457347,1.6716825726787188,1.292935641352159,0.8337150515139213
2,True,False,0.769341265,0.0033278189596788873,63.18122696876526,0.00043129920959472656,0.005326253971207811,0.07298118916000075,0.05606122924400197,0.19328746645805378,0.4396447047992888,0.3377174702871647
3,True,True,0.759815645,0.0033655994399676707,84.38151693344116,0.00046539306640625,0.005326253971207811,0.07298118916000075,0.05606122924400197,0.19328746645805378,0.4396447047992888,0.3377174702871647
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
,cumsum,with_prefix,auc,se,total_fit_time,total_compute_score_time,mse_between_scores,rmse_between_scores,mae_between_scores,mse_between_norm_scores,rmse_between_norm_scores,mae_between_norm_scores
0,False,False,0.740694545,0.0035208531922066005,39.510294914245605,0.00022292137145996094,4.90039086672342e+19,7000279184.949283,3394218462.8142953,2.266414741404965,1.5054616373076284,0.7299516989828758
1,False,True,0.77737512,0.003251635395765534,77.41344094276428,0.00025177001953125,4.90039086672342e+19,7000279184.949283,3394218462.8142953,2.266414741404965,1.5054616373076284,0.7299516989828758
2,True,False,0.7868756699999999,0.003196186581723461,116.65478491783142,0.00045371055603027344,0.011479458949545137,0.10714223700084452,0.08431158182023502,0.31795512813502363,0.563875099765031,0.4437204499459711
3,True,True,0.775206775,0.0032984200609127838,155.49164295196533,0.0006604194641113281,0.011479458949545137,0.10714223700084452,0.08431158182023502,0.31795512813502363,0.563875099765031,0.4437204499459711
0,False,False,0.740694545,0.0035208531922066005,38.74162220954895,2.7894973754882812e-05,4.90039086672342e+19,7000279184.949283,3394218462.8142953,2.266414741404965,1.5054616373076284,0.7299516989828758
1,False,True,0.77737512,0.003251635395765534,75.72802734375,0.0002288818359375,4.90039086672342e+19,7000279184.949283,3394218462.8142953,2.266414741404965,1.5054616373076284,0.7299516989828758
2,True,False,0.7868756699999999,0.003196186581723461,113.35165143013,0.0002579689025878906,0.011479458949545137,0.10714223700084452,0.08431158182023502,0.31795512813502363,0.563875099765031,0.4437204499459711
3,True,True,0.775206775,0.0032984200609127838,151.94315719604492,0.0004630088806152344,0.011479458949545137,0.10714223700084452,0.08431158182023502,0.31795512813502363,0.563875099765031,0.4437204499459711
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
,cumsum,with_prefix,auc,se,total_fit_time,total_compute_score_time,mse_between_scores,rmse_between_scores,mae_between_scores,mse_between_norm_scores,rmse_between_norm_scores,mae_between_norm_scores
0,False,False,0.798655525,0.0030846640070882475,12057.12377691269,118.67668199539185,0.04824604383356553,0.21964982092768828,0.037033117556071235,1.1171786487600954,1.0569667207438915,0.17820534820763628
1,False,True,0.8645835500000001,0.0025788060394353837,24059.025927066803,231.87402200698853,0.04824604383356553,0.21964982092768828,0.037033117556071235,1.1171786487600954,1.0569667207438915,0.17820534820763628
2,True,False,0.8776404200000001,0.0023891142116481837,36895.57137918472,355.36717557907104,0.09830713247269673,0.31353968245295,0.03926233490539465,0.34516411723868584,0.587506695484133,0.07356926707585466
3,True,True,0.89094602,0.0022199358931386057,49877.005955934525,486.3550126552582,0.09830713247269673,0.31353968245295,0.03926233490539465,0.34516411723868584,0.587506695484133,0.07356926707585466
0,False,False,0.798655525,0.0030846640070882475,12083.77018904686,123.9977719783783,0.04824604383356553,0.21964982092768828,0.037033117556071235,1.1171786487600954,1.0569667207438915,0.17820534820763628
1,False,True,0.8645835500000001,0.0025788060394353837,24146.31893801689,234.1968400478363,0.04824604383356553,0.21964982092768828,0.037033117556071235,1.1171786487600954,1.0569667207438915,0.17820534820763628
2,True,False,0.8776404200000001,0.0023891142116481837,37112.4095621109,367.6123368740082,0.09830713247269673,0.31353968245295,0.03926233490539465,0.34516411723868584,0.587506695484133,0.07356926707585466
3,True,True,0.89094602,0.0022199358931386057,50070.11772108078,501.95386385917664,0.09830713247269673,0.31353968245295,0.03926233490539465,0.34516411723868584,0.587506695484133,0.07356926707585466

0 comments on commit f9b5bc4

Please sign in to comment.