AndreiTolmachev's picture
Upload IT vs Non-IT r98 tiny BERT model
70d10ff verified
{
"task": "it_vs_nonit_binary",
"positive_definition": "is_it == 1 / role_category != 'Не IT'",
"labels": [
"NonIT",
"IT"
],
"max_len": 384,
"description_chars": 2000,
"title_only": false,
"base_model": "cointegrated/rubert-tiny2",
"trained_on": "data/labeled/it_nonit_train_28_05_v2.csv",
"rows": 27147,
"positive_rows": 9836,
"negative_rows": 17311,
"best_epoch": 3,
"best_threshold": 0.2934192717075348,
"best_precision_at_threshold": 0.9089195979899497,
"best_recall_at_threshold": 0.9803523035230353,
"best_f1_at_threshold": 0.9432855280312906,
"best_roc_auc": 0.9952188422538826,
"target_recall": 0.98,
"pos_weight": 1.760047846889952
}