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adds both training scripts and evaluation files of topic classification

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This commit is contained in:
Michael Beck
2023-08-15 14:19:08 +02:00
parent 90aa58239c
commit 7c6b618272
5 changed files with 769 additions and 83 deletions
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7
models/CovClass/2023-08-15_02-14-21/2023-08-15_02-14-21.csv Normal file
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epoch,Training Loss,Valid. Loss,Valid. Accur.,Training Time,Validation Time
1,0.6699380816093513,0.6216431430407933,0.6964285714285714,0:01:03,0:00:02
2,0.6649796058024678,0.621175297669002,0.6964285714285714,0:01:03,0:00:01
3,0.642247314964022,0.6377243144171578,0.6964285714285714,0:01:05,0:00:02
4,0.6300328698541436,0.6038827853543418,0.6964285714285714,0:01:04,0:00:02
5,0.544977219509227,0.6619421115943364,0.625,0:01:02,0:00:02
6,0.3951783587357828,0.48477122613361906,0.7857142857142857,0:01:05,0:00:01
1 epoch Training Loss Valid. Loss Valid. Accur. Training Time Validation Time
2 1 0.6699380816093513 0.6216431430407933 0.6964285714285714 0:01:03 0:00:02
3 2 0.6649796058024678 0.621175297669002 0.6964285714285714 0:01:03 0:00:01
4 3 0.642247314964022 0.6377243144171578 0.6964285714285714 0:01:05 0:00:02
5 4 0.6300328698541436 0.6038827853543418 0.6964285714285714 0:01:04 0:00:02
6 5 0.544977219509227 0.6619421115943364 0.625 0:01:02 0:00:02
7 6 0.3951783587357828 0.48477122613361906 0.7857142857142857 0:01:05 0:00:01

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models/CovClass/2023-08-15_05-56-50/2023-08-15_05-56-50.csv Normal file
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epoch,Training Loss,Valid. Loss,Valid. Accur.,Training Time,Validation Time
1,0.5610552686641376,0.4569096086310089,0.9116022099447514,0:37:20,0:00:31
2,0.43647773836513126,0.5441495520680196,0.9005524861878453,0:36:14,0:00:30
3,0.288773139899344,0.43471020716692715,0.9392265193370166,0:36:10,0:00:29
4,0.19330878817686287,0.4555162174395349,0.9281767955801105,0:36:17,0:00:30
5,0.09109889855869348,0.5060150003684702,0.9281767955801105,0:36:13,0:00:30
6,0.05734757932275739,0.6043995772428771,0.9226519337016574,0:36:11,0:00:31
1 epoch Training Loss Valid. Loss Valid. Accur. Training Time Validation Time
2 1 0.5610552686641376 0.4569096086310089 0.9116022099447514 0:37:20 0:00:31
3 2 0.43647773836513126 0.5441495520680196 0.9005524861878453 0:36:14 0:00:30
4 3 0.288773139899344 0.43471020716692715 0.9392265193370166 0:36:10 0:00:29
5 4 0.19330878817686287 0.4555162174395349 0.9281767955801105 0:36:17 0:00:30
6 5 0.09109889855869348 0.5060150003684702 0.9281767955801105 0:36:13 0:00:30
7 6 0.05734757932275739 0.6043995772428771 0.9226519337016574 0:36:11 0:00:31

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models/FakeClass/2023-08-15_12-03-05/2023-08-15_12-03-05.csv Normal file
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epoch,Training Loss,Valid. Loss,Valid. Accur.,Training Time,Validation Time
1,0.21681843259712502,0.0005426188472483773,1.0,0:01:13,0:00:02
2,0.00016121647037353423,0.0002873415878639207,1.0,0:01:12,0:00:02
3,6.752021149355535e-05,0.00024319994372490328,1.0,0:01:12,0:00:02
4,4.7950222591787355e-05,0.00022139604243420763,1.0,0:01:13,0:00:02
5,3.99839740138679e-05,0.00021302999493855168,1.0,0:01:11,0:00:02
6,3.5356899656214995e-05,0.00020912183117616223,1.0,0:01:13,0:00:02
1 epoch Training Loss Valid. Loss Valid. Accur. Training Time Validation Time
2 1 0.21681843259712502 0.0005426188472483773 1.0 0:01:13 0:00:02
3 2 0.00016121647037353423 0.0002873415878639207 1.0 0:01:12 0:00:02
4 3 6.752021149355535e-05 0.00024319994372490328 1.0 0:01:12 0:00:02
5 4 4.7950222591787355e-05 0.00022139604243420763 1.0 0:01:13 0:00:02
6 5 3.99839740138679e-05 0.00021302999493855168 1.0 0:01:11 0:00:02
7 6 3.5356899656214995e-05 0.00020912183117616223 1.0 0:01:13 0:00:02