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@PonteIneptique PonteIneptique released this 28 Apr 10:06
3b4b395

Trained and tested on https://github.com/chartes/OF3C/releases/tag/1.1

CAS

accuracy precision recall f1 balanced-accuracy support
all 0.9395 0.8571 0.8943 0.8723 0.8943 34136
known-tokens 0.9469 0.8628 0.8996 0.8779 0.8996 31234
unknown-tokens 0.8604 0.8641 0.8532 0.8568 0.8532 2902
ambiguous-tokens 0.9135 0.8542 0.8923 0.8699 0.8923 16788

DEGRE

accuracy precision recall f1 balanced-accuracy support
all 0.9766 0.7993 0.859 0.7884 0.859 34136
known-tokens 0.9806 0.8068 0.8703 0.7979 0.8703 31234
unknown-tokens 0.9328 0.8119 0.6827 0.7365 0.6827 2902
ambiguous-tokens 0.934 0.8018 0.8581 0.7918 0.8581 7423

GENRE

accuracy precision recall f1 balanced-accuracy support
all 0.9492 0.9086 0.8803 0.8933 0.8803 34136
known-tokens 0.9581 0.9177 0.8884 0.9019 0.8884 31234
unknown-tokens 0.8542 0.7856 0.7174 0.7383 0.7174 2902
ambiguous-tokens 0.9243 0.8964 0.8666 0.8803 0.8666 14363

lemma

accuracy precision recall f1 balanced-accuracy support
all 0.9365 0.5843 0.579 0.5749 0.579 34136
known-tokens 0.9624 0.8166 0.8123 0.8091 0.8123 31735
unknown-tokens 0.5939 0.3662 0.3656 0.3611 0.3656 2401
ambiguous-tokens 0.9506 0.6919 0.6919 0.6827 0.6919 19398
unknown-targets 0.0599 0.0289 0.0277 0.0279 0.0277 551

MODE

accuracy precision recall f1 balanced-accuracy support
all 0.9881 0.9323 0.8804 0.902 0.8804 34136
known-tokens 0.9924 0.9484 0.9107 0.9265 0.9107 31234
unknown-tokens 0.9418 0.886 0.7897 0.8264 0.7897 2902
ambiguous-tokens 0.9775 0.9285 0.9131 0.9175 0.9131 6402

NOMB

accuracy precision recall f1 balanced-accuracy support
all 0.9643 0.9551 0.9491 0.952 0.9491 34136
known-tokens 0.9703 0.9617 0.9565 0.959 0.9565 31234
unknown-tokens 0.8997 0.8628 0.8371 0.8494 0.8371 2902
ambiguous-tokens 0.9495 0.9423 0.9383 0.9402 0.9383 15703

PERS

accuracy precision recall f1 balanced-accuracy support
all 0.9847 0.7771 0.7621 0.7694 0.7621 34136
known-tokens 0.988 0.7808 0.7707 0.7756 0.7707 31234
unknown-tokens 0.9493 0.9275 0.8536 0.8873 0.8536 2902
ambiguous-tokens 0.9763 0.7792 0.768 0.7735 0.768 11471

POS

accuracy precision recall f1 balanced-accuracy support
all 0.9482 0.7319 0.732 0.7265 0.732 34136
known-tokens 0.9547 0.7536 0.7616 0.7507 0.7616 31735
unknown-tokens 0.8621 0.5939 0.5594 0.5536 0.5594 2401
ambiguous-tokens 0.9404 0.7428 0.7261 0.7234 0.7261 21497

TEMPS

accuracy precision recall f1 balanced-accuracy support
all 0.9844 0.944 0.9284 0.9355 0.9284 34136
known-tokens 0.9891 0.9572 0.9484 0.9525 0.9484 31234
unknown-tokens 0.9338 0.8696 0.8358 0.8489 0.8358 2902
ambiguous-tokens 0.9631 0.9301 0.9196 0.924 0.9196 6530