| { |
| "description": "Diagnostic metrics measured on the full training set at the final epoch; these are not held-out evaluation results.", |
| "epochs_completed": 13, |
| "final_epoch_index": 12, |
| "training_loss": 37.17397039800772, |
| "training_ner": { |
| "precision": 0.9417513858489988, |
| "recall": 0.9489333635632871, |
| "micro_f1": 0.9453287339328981, |
| "macro_f1": 0.6892368337795368, |
| "per_class_f1": { |
| "Anatomy::definitely present": 0.9673097061532445, |
| "Observation::definitely present": 0.9281885564742222, |
| "Observation::definitely absent": 0.9447680909367706, |
| "Observation::uncertain": 0.8428728514381619, |
| "Anatomy::definitely absent": 0.4424778761061947, |
| "Anatomy::uncertain": 0.00980392156862745 |
| } |
| }, |
| "training_relations": { |
| "precision": 0.9079743979570305, |
| "recall": 0.8990052123231533, |
| "micro_f1": 0.9034675452622059, |
| "macro_f1": 0.8948061133959642, |
| "per_class_f1": { |
| "modify": 0.9055610089198072, |
| "located_at": 0.9025979301044696, |
| "suggestive_of": 0.8762594011636158 |
| } |
| }, |
| "training_joint_f1": 0.924398139597552 |
| } |
|
|
