i-be-snek
/

distilbert-base-uncased-finetuned-ner-exp_B

Token Classification

generated_from_keras_callback

Inference Endpoints

Model card Files Files and versions Metrics Training metrics Community

distilbert-base-uncased-finetuned-ner-exp_B / metrics_by_entity.jsonl

i-be-snek's picture

Upload metrics_by_entity.jsonl with huggingface_hub

74b47f8 6 months ago

raw history blame contribute delete

No virus

2.21 kB

	{"ANIM": {"precision": 0.6615262949782523, "recall": 0.7415780141843972, "f1": 0.6992685475444096, "number": "4512"}, "DIS": {"precision": 0.7221940071102082, "recall": 0.7639000805801772, "f1": 0.7424618196057956, "number": "7446"}, "LOC": {"precision": 0.9658289718413426, "recall": 0.9742146596858638, "f1": 0.9700036925215578, "number": "22920"}, "ORG": {"precision": 0.9490376795879643, "recall": 0.906055900621118, "f1": 0.9270488547596981, "number": "7728"}, "PER": {"precision": 0.9880746101314851, "recall": 0.9891836734693877, "f1": 0.9886288307582478, "number": "19600"}, "overall_precision": 0.9159437298780391, "overall_recall": 0.9284152654084815, "overall_f1": 0.9221373314492372, "overall_accuracy": 0.9860191071049645}
	{"ANIM": {"precision": 0.7041505791505791, "recall": 0.6467198581560284, "f1": 0.6742144177449169, "number": "4512"}, "DIS": {"precision": 0.7505330490405118, "recall": 0.7563792640343808, "f1": 0.7534448160535118, "number": "7446"}, "LOC": {"precision": 0.9699051926589545, "recall": 0.9730366492146597, "f1": 0.9714683974386897, "number": "22920"}, "ORG": {"precision": 0.9303225806451613, "recall": 0.9329710144927537, "f1": 0.931644915363742, "number": "7728"}, "PER": {"precision": 0.9918141819298066, "recall": 0.9890816326530613, "f1": 0.9904460225821284, "number": "19600"}, "overall_precision": 0.9275081533146049, "overall_recall": 0.9235122013953638, "overall_f1": 0.9255058641577523, "overall_accuracy": 0.9865000138390427}
	{"ANIM": {"precision": 0.689280868385346, "recall": 0.675531914893617, "f1": 0.6823371390194761, "number": "4512"}, "DIS": {"precision": 0.7039173275654891, "recall": 0.7867311308084878, "f1": 0.7430238457635719, "number": "7446"}, "LOC": {"precision": 0.9750974831619993, "recall": 0.9601221640488656, "f1": 0.9675518818149842, "number": "22920"}, "ORG": {"precision": 0.9285530049006964, "recall": 0.9316770186335404, "f1": 0.9301123885802868, "number": "7728"}, "PER": {"precision": 0.992619926199262, "recall": 0.9881632653061224, "f1": 0.9903865821231336, "number": "19600"}, "overall_precision": 0.9185336699798651, "overall_recall": 0.9240266212262482, "overall_f1": 0.9212719579433262, "overall_accuracy": 0.9856812038121949}