| No log | 1.0 | 315 | 1.9867 | {'accuracy': 0.5440691927512356} | {'f1': 0.23588878173467542} | {'f1': 0.482395380557745} |
| 2.2956 | 2.0 | 630 | 1.6310 | {'accuracy': 0.6099670510708401} | {'f1': 0.296234704361162} | {'f1': 0.5602777535361718} |
| 2.2956 | 3.0 | 945 | 1.5960 | {'accuracy': 0.6105848434925865} | {'f1': 0.3239028668073646} | {'f1': 0.5781483107254908} |
| 1.1562 | 4.0 | 1260 | 1.6198 | {'accuracy': 0.6044069192751236} | {'f1': 0.3319051657049188} | {'f1': 0.5789585559948692} |
| 0.6749 | 5.0 | 1575 | 1.6016 | {'accuracy': 0.6274711696869851} | {'f1': 0.35227630966560214} | {'f1': 0.6003765859969182} |
| 0.6749 | 6.0 | 1890 | 1.6962 | {'accuracy': 0.624176276771005} | {'f1': 0.3592207857169669} | {'f1': 0.6028162590833795} |
| 0.3996 | 7.0 | 2205 | 1.7583 | {'accuracy': 0.6200576606260296} | {'f1': 0.3709968320616015} | {'f1': 0.6095025945535998} |
| 0.2454 | 8.0 | 2520 | 1.8746 | {'accuracy': 0.6122322899505767} | {'f1': 0.35599679743837515} | {'f1': 0.6023592353690738} |
| 0.2454 | 9.0 | 2835 | 1.9208 | {'accuracy': 0.6231466227347611} | {'f1': 0.37322828297957683} | {'f1': 0.6153116988982412} |
| 0.1558 | 10.0 | 3150 | 1.9797 | {'accuracy': 0.6182042833607908} | {'f1': 0.351807694864604} | {'f1': 0.6115567000372819} |
| 0.1558 | 11.0 | 3465 | 2.0504 | {'accuracy': 0.6165568369028006} | {'f1': 0.3505771873001682} | {'f1': 0.6093723307186816} |
| 0.0966 | 12.0 | 3780 | 2.0914 | {'accuracy': 0.6161449752883031} | {'f1': 0.35442869400440213} | {'f1': 0.6110289777760628} |
| 0.0686 | 13.0 | 4095 | 2.1204 | {'accuracy': 0.6151153212520593} | {'f1': 0.350245692547929} | {'f1': 0.6083199760830841} |
| 0.0686 | 14.0 | 4410 | 2.1529 | {'accuracy': 0.6140856672158155} | {'f1': 0.35392733470678944} | {'f1': 0.6095998257902047} |
| 0.0566 | 15.0 | 4725 | 2.1494 | {'accuracy': 0.6157331136738056} | {'f1': 0.35224562300474405} | {'f1': 0.6107640170375412} |
