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 |