| { | |
| "task": "dev_vs_nondev_binary", | |
| "positive_definition": "role_category in DEV_CLASSES AND team_lead==0", | |
| "dev_classes": [ | |
| "Backend", | |
| "Desktop / Systems", | |
| "Embedded", | |
| "Frontend", | |
| "Fullstack", | |
| "ML / AI / Data Scientist", | |
| "Mobile" | |
| ], | |
| "labels": [ | |
| "non_dev", | |
| "dev" | |
| ], | |
| "max_len": 256, | |
| "description_chars": 1200, | |
| "base_model": "cointegrated/rubert-tiny2", | |
| "trained_on": "titles_descriptions_urls_14_05_classified.csv", | |
| "best_epoch": 5, | |
| "best_threshold": 0.6977906227111816, | |
| "best_precision_at_threshold": 0.9682539682539683, | |
| "best_recall_at_threshold": 0.9721115537848606, | |
| "best_roc_auc": 0.9964378937452162, | |
| "target_recall": 0.97, | |
| "pos_weight": 3.871157894736842 | |
| } |