ru_core_news_lg / accuracy.json
adrianeboyd's picture
Update spaCy pipeline
7381706
raw
history blame
6.01 kB
{
"token_acc": 0.9968038482,
"token_p": 0.9727525387,
"token_r": 0.9831462495,
"token_f": 0.9779217779,
"pos_acc": 0.989280677,
"morph_acc": 0.9749177029,
"morph_micro_p": 0.9897327316,
"morph_micro_r": 0.9829975554,
"morph_micro_f": 0.9863536461,
"morph_per_feat": {
"Animacy": {
"p": 0.9905472053,
"r": 0.9808150689,
"f": 0.9856571145
},
"Case": {
"p": 0.9776694449,
"r": 0.9709944443,
"f": 0.9743205122
},
"Gender": {
"p": 0.9884699976,
"r": 0.982055753,
"f": 0.9852524358
},
"Number": {
"p": 0.9958673769,
"r": 0.9894338343,
"f": 0.9926401814
},
"Degree": {
"p": 0.9884927566,
"r": 0.9877823409,
"f": 0.988137421
},
"Aspect": {
"p": 0.9913263462,
"r": 0.986247191,
"f": 0.988780246
},
"Mood": {
"p": 0.9990060877,
"r": 0.9969005703,
"f": 0.9979522184
},
"Tense": {
"p": 0.99442264,
"r": 0.9889071487,
"f": 0.9916572253
},
"VerbForm": {
"p": 0.9958438742,
"r": 0.990741573,
"f": 0.9932861713
},
"Voice": {
"p": 0.9914166968,
"r": 0.9863370787,
"f": 0.9888703645
},
"StyleVariant": {
"p": 0.989194499,
"r": 0.9930966469,
"f": 0.9911417323
},
"Polarity": {
"p": 1.0,
"r": 1.0,
"f": 1.0
},
"Person": {
"p": 0.9995459705,
"r": 0.9932325739,
"f": 0.9963792713
},
"Foreign": {
"p": 0.9711260828,
"r": 0.8728373702,
"f": 0.9193621868
},
"Hyph": {
"p": 0.0,
"r": 0.0,
"f": 0.0
}
},
"sents_p": 0.9986679353,
"sents_r": 0.99847793,
"sents_f": 0.9985729236,
"dep_uas": 0.962198055,
"dep_las": 0.9511948091,
"dep_las_per_type": {
"case": {
"p": 0.9918025064,
"r": 0.989006859,
"f": 0.9904027098
},
"parataxis": {
"p": 0.8842034806,
"r": 0.8544631307,
"f": 0.8690789474
},
"nmod": {
"p": 0.9328846513,
"r": 0.9269062877,
"f": 0.9298858607
},
"advmod": {
"p": 0.9554118448,
"r": 0.9486312944,
"f": 0.9520094964
},
"obl": {
"p": 0.9425224734,
"r": 0.9365272703,
"f": 0.9395153079
},
"amod": {
"p": 0.9893299189,
"r": 0.9833144796,
"f": 0.9863130274
},
"nsubj": {
"p": 0.9722486521,
"r": 0.9681035844,
"f": 0.9701716908
},
"root": {
"p": 0.9893313012,
"r": 0.9880136986,
"f": 0.9886720609
},
"xcomp": {
"p": 0.9570135747,
"r": 0.9642857143,
"f": 0.9606358819
},
"conj": {
"p": 0.8906144497,
"r": 0.9052848318,
"f": 0.8978897209
},
"cc": {
"p": 0.9746597841,
"r": 0.9714686623,
"f": 0.9730616069
},
"fixed": {
"p": 0.9835025381,
"r": 0.9860050891,
"f": 0.9847522236
},
"mark": {
"p": 0.9681197137,
"r": 0.9712793734,
"f": 0.9696969697
},
"ccomp": {
"p": 0.978125,
"r": 0.9822175732,
"f": 0.9801670146
},
"nummod:gov": {
"p": 0.9684210526,
"r": 0.9583333333,
"f": 0.9633507853
},
"nummod": {
"p": 0.9664948454,
"r": 0.955008489,
"f": 0.9607173356
},
"obj": {
"p": 0.9738364087,
"r": 0.9661202186,
"f": 0.969962968
},
"det": {
"p": 0.976,
"r": 0.9696531792,
"f": 0.9728162378
},
"appos": {
"p": 0.8951881848,
"r": 0.8071305842,
"f": 0.8488818613
},
"aux": {
"p": 0.9619047619,
"r": 0.9619047619,
"f": 0.9619047619
},
"flat": {
"p": 0.9929411765,
"r": 0.9612756264,
"f": 0.9768518519
},
"flat:name": {
"p": 0.9759665622,
"r": 0.9648760331,
"f": 0.9703896104
},
"iobj": {
"p": 0.9176788124,
"r": 0.8542713568,
"f": 0.8848405986
},
"acl": {
"p": 0.9232769831,
"r": 0.88639201,
"f": 0.9044585987
},
"obl:agent": {
"p": 0.7792207792,
"r": 0.7894736842,
"f": 0.7843137255
},
"advcl": {
"p": 0.8665158371,
"r": 0.8744292237,
"f": 0.8704545455
},
"cop": {
"p": 0.9246575342,
"r": 0.9375,
"f": 0.9310344828
},
"flat:foreign": {
"p": 0.963060686,
"r": 0.8295454545,
"f": 0.8913308913
},
"aux:pass": {
"p": 0.9913294798,
"r": 0.9828080229,
"f": 0.9870503597
},
"nsubj:pass": {
"p": 0.9505813953,
"r": 0.9547445255,
"f": 0.9526584122
},
"acl:relcl": {
"p": 0.8177966102,
"r": 0.7926078029,
"f": 0.8050052138
},
"orphan": {
"p": 0.7352941176,
"r": 0.6944444444,
"f": 0.7142857143
},
"discourse": {
"p": 0.9117647059,
"r": 0.9538461538,
"f": 0.9323308271
},
"csubj": {
"p": 0.964028777,
"r": 0.9436619718,
"f": 0.9537366548
},
"expl": {
"p": 0.8823529412,
"r": 0.7894736842,
"f": 0.8333333333
},
"compound": {
"p": 1.0,
"r": 0.3,
"f": 0.4615384615
},
"csubj:pass": {
"p": 0.8181818182,
"r": 0.8181818182,
"f": 0.8181818182
},
"nummod:entity": {
"p": 1.0,
"r": 0.75,
"f": 0.8571428571
},
"list": {
"p": 0.0,
"r": 0.0,
"f": 0.0
}
},
"tag_acc": 0.989280677,
"lemma_acc": 2.15295e-05,
"ents_p": 0.9524209818,
"ents_r": 0.9535431745,
"ents_f": 0.9529817478,
"ents_per_type": {
"PER": {
"p": 0.9641456583,
"r": 0.9663110612,
"f": 0.9652271453
},
"LOC": {
"p": 0.9740566038,
"r": 0.9754369391,
"f": 0.9747462827
},
"ORG": {
"p": 0.9197258933,
"r": 0.9197258933,
"f": 0.9197258933
}
},
"speed": 2459.2661417009
}