| [ |
| { |
| "name": "setfit_iter20", |
| "macro_f1": 0.7657024151074298, |
| "per_class_f1": { |
| "computational_methods": 0.8456992777413, |
| "experimental_methods": 0.7189805499664654, |
| "garbage": 0.8970283344851416, |
| "impact": 0.7070020394289599, |
| "other": 0.5738233397807866, |
| "problems": 0.8516809492419248 |
| }, |
| "boundary_pass": true, |
| "train_time": 3112.76162314415 |
| }, |
| { |
| "name": "setfit_iter40", |
| "macro_f1": 0.7635389189665549, |
| "per_class_f1": { |
| "computational_methods": 0.8424522083058669, |
| "experimental_methods": 0.7219641672196416, |
| "garbage": 0.897364771151179, |
| "impact": 0.7095490716180372, |
| "other": 0.562753036437247, |
| "problems": 0.8471502590673575 |
| }, |
| "boundary_pass": true, |
| "train_time": 4710.7629935741425 |
| }, |
| { |
| "name": "setfit_iter40_ep2", |
| "macro_f1": 0.7599625048576849, |
| "per_class_f1": { |
| "computational_methods": 0.8401294498381877, |
| "experimental_methods": 0.717056856187291, |
| "garbage": 0.8941176470588236, |
| "impact": 0.7100591715976331, |
| "other": 0.5529573590096286, |
| "problems": 0.8454545454545455 |
| }, |
| "boundary_pass": true, |
| "train_time": 8779.142691373825 |
| }, |
| { |
| "name": "idcnn_crf_setfit_iter20", |
| "macro_f1": 0.83516711191624, |
| "best_epoch": 5 |
| } |
| ] |