meta.json

{
  "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
}