ru_core_news_sm / accuracy.json
adrianeboyd's picture
Update spaCy pipeline
9daa631
raw history blame
No virus
6.01 kB
{
"token_acc": 0.9968038482,
"token_p": 0.9727525387,
"token_r": 0.9831462495,
"token_f": 0.9779217779,
"pos_acc": 0.987696514,
"morph_acc": 0.9702812464,
"morph_micro_p": 0.9868284669,
"morph_micro_r": 0.9797638369,
"morph_micro_f": 0.9832834627,
"morph_per_feat": {
"Animacy": {
"p": 0.9862354357,
"r": 0.9768036742,
"f": 0.9814968967
},
"Case": {
"p": 0.9749084619,
"r": 0.9683393204,
"f": 0.9716127877
},
"Gender": {
"p": 0.986496091,
"r": 0.9803341647,
"f": 0.9834054754
},
"Number": {
"p": 0.9948064748,
"r": 0.9885109429,
"f": 0.9916487171
},
"Degree": {
"p": 0.9814985178,
"r": 0.9858316222,
"f": 0.9836602981
},
"Aspect": {
"p": 0.9809575626,
"r": 0.9724044944,
"f": 0.9766623031
},
"Mood": {
"p": 0.9982615174,
"r": 0.9966526159,
"f": 0.9974564179
},
"Tense": {
"p": 0.9893164609,
"r": 0.979663106,
"f": 0.9844661196
},
"VerbForm": {
"p": 0.994377947,
"r": 0.9857078652,
"f": 0.9900239245
},
"Voice": {
"p": 0.9889372506,
"r": 0.9803146067,
"f": 0.984607051
},
"StyleVariant": {
"p": 0.9852362205,
"r": 0.9871794872,
"f": 0.9862068966
},
"Polarity": {
"p": 1.0,
"r": 1.0,
"f": 1.0
},
"Person": {
"p": 0.9988641527,
"r": 0.9918790887,
"f": 0.9953593662
},
"Foreign": {
"p": 0.9661181026,
"r": 0.8633217993,
"f": 0.9118318867
},
"Hyph": {
"p": 0.0,
"r": 0.0,
"f": 0.0
}
},
"sents_p": 0.9988584475,
"sents_r": 0.9988584475,
"sents_f": 0.9988584475,
"dep_uas": 0.9586955101,
"dep_las": 0.946180635,
"dep_las_per_type": {
"case": {
"p": 0.9912313785,
"r": 0.9877853989,
"f": 0.9895053885
},
"parataxis": {
"p": 0.8735785953,
"r": 0.8447606727,
"f": 0.8589279842
},
"nmod": {
"p": 0.921448468,
"r": 0.9217052104,
"f": 0.9215768213
},
"advmod": {
"p": 0.9575633128,
"r": 0.9455897263,
"f": 0.9515388539
},
"obl": {
"p": 0.9364383562,
"r": 0.9251590202,
"f": 0.9307645177
},
"amod": {
"p": 0.9865248227,
"r": 0.9834558824,
"f": 0.984987962
},
"nsubj": {
"p": 0.9691113575,
"r": 0.9660508448,
"f": 0.967578681
},
"root": {
"p": 0.9862935465,
"r": 0.9857305936,
"f": 0.9860119897
},
"xcomp": {
"p": 0.9516250945,
"r": 0.9566869301,
"f": 0.954149299
},
"conj": {
"p": 0.8895289732,
"r": 0.9008236102,
"f": 0.895140665
},
"cc": {
"p": 0.9705332086,
"r": 0.9705332086,
"f": 0.9705332086
},
"fixed": {
"p": 0.9835234474,
"r": 0.9872773537,
"f": 0.9853968254
},
"mark": {
"p": 0.9656513286,
"r": 0.9725848564,
"f": 0.9691056911
},
"ccomp": {
"p": 0.9800838574,
"r": 0.9780334728,
"f": 0.9790575916
},
"nummod:gov": {
"p": 0.9644351464,
"r": 0.9604166667,
"f": 0.9624217119
},
"nummod": {
"p": 0.9613402062,
"r": 0.9499151104,
"f": 0.9555935098
},
"obj": {
"p": 0.96216068,
"r": 0.9587431694,
"f": 0.9604488846
},
"det": {
"p": 0.9580318379,
"r": 0.9566473988,
"f": 0.9573391179
},
"appos": {
"p": 0.8868194842,
"r": 0.7976804124,
"f": 0.8398914518
},
"aux": {
"p": 0.9619047619,
"r": 0.9619047619,
"f": 0.9619047619
},
"flat": {
"p": 0.9952718676,
"r": 0.9589977221,
"f": 0.9767981439
},
"flat:name": {
"p": 0.9629248198,
"r": 0.9659090909,
"f": 0.9644146467
},
"iobj": {
"p": 0.9083333333,
"r": 0.8216080402,
"f": 0.8627968338
},
"acl": {
"p": 0.9033942559,
"r": 0.8639200999,
"f": 0.8832163369
},
"obl:agent": {
"p": 0.7333333333,
"r": 0.7236842105,
"f": 0.7284768212
},
"advcl": {
"p": 0.8668171558,
"r": 0.8767123288,
"f": 0.8717366629
},
"cop": {
"p": 0.8958333333,
"r": 0.8958333333,
"f": 0.8958333333
},
"flat:foreign": {
"p": 0.972972973,
"r": 0.8181818182,
"f": 0.8888888889
},
"aux:pass": {
"p": 0.9855491329,
"r": 0.9770773639,
"f": 0.981294964
},
"nsubj:pass": {
"p": 0.9529411765,
"r": 0.9459854015,
"f": 0.9494505495
},
"acl:relcl": {
"p": 0.7995780591,
"r": 0.7782340862,
"f": 0.7887617066
},
"orphan": {
"p": 0.78125,
"r": 0.6944444444,
"f": 0.7352941176
},
"discourse": {
"p": 0.9230769231,
"r": 0.9230769231,
"f": 0.9230769231
},
"csubj": {
"p": 0.9352517986,
"r": 0.9154929577,
"f": 0.9252669039
},
"expl": {
"p": 0.8823529412,
"r": 0.7894736842,
"f": 0.8333333333
},
"compound": {
"p": 0.6666666667,
"r": 0.4,
"f": 0.5
},
"csubj:pass": {
"p": 0.9,
"r": 0.8181818182,
"f": 0.8571428571
},
"nummod:entity": {
"p": 1.0,
"r": 0.75,
"f": 0.8571428571
},
"list": {
"p": 0.0,
"r": 0.0,
"f": 0.0
}
},
"tag_acc": 0.987696514,
"lemma_acc": 2.15295e-05,
"ents_p": 0.9487739335,
"ents_r": 0.9508500252,
"ents_f": 0.9498108449,
"ents_per_type": {
"PER": {
"p": 0.962506995,
"r": 0.9657495789,
"f": 0.9641255605
},
"LOC": {
"p": 0.9739706578,
"r": 0.9721303732,
"f": 0.9730496454
},
"ORG": {
"p": 0.9109055501,
"r": 0.9158100832,
"f": 0.9133512326
}
},
"speed": 2025.0054149521
}