el_core_news_sm / accuracy.json
osanseviero's picture
Update spaCy pipeline
e3cf396
raw
history blame
5.65 kB
{
"token_acc": 1.0,
"token_p": 0.9990295973,
"token_r": 0.9995068547,
"token_f": 0.9992604644,
"sents_p": 0.9195121951,
"sents_r": 0.935483871,
"sents_f": 0.9274292743,
"dep_uas": 0.8446911409,
"dep_las": 0.804792262,
"dep_las_per_type": {
"root": {
"p": 0.8634146341,
"r": 0.8784119107,
"f": 0.8708487085
},
"nmod": {
"p": 0.7382154882,
"r": 0.7534364261,
"f": 0.7457482993
},
"vocative": {
"p": 0.75,
"r": 0.4285714286,
"f": 0.5454545455
},
"cc": {
"p": 0.8459119497,
"r": 0.8380062305,
"f": 0.8419405321
},
"conj": {
"p": 0.4827586207,
"r": 0.4615384615,
"f": 0.4719101124
},
"aux": {
"p": 0.9595588235,
"r": 0.9595588235,
"f": 0.9595588235
},
"advmod": {
"p": 0.7327823691,
"r": 0.7492957746,
"f": 0.7409470752
},
"ccomp": {
"p": 0.7397260274,
"r": 0.7826086957,
"f": 0.7605633803
},
"det": {
"p": 0.9307196563,
"r": 0.9418478261,
"f": 0.9362506753
},
"obj": {
"p": 0.768115942,
"r": 0.8054711246,
"f": 0.7863501484
},
"flat": {
"p": 0.6891891892,
"r": 0.5151515152,
"f": 0.5895953757
},
"case": {
"p": 0.9402985075,
"r": 0.9423076923,
"f": 0.9413020277
},
"amod": {
"p": 0.8497536946,
"r": 0.8373786408,
"f": 0.8435207824
},
"obl": {
"p": 0.7402799378,
"r": 0.7496062992,
"f": 0.744913928
},
"acl:relcl": {
"p": 0.7168674699,
"r": 0.6467391304,
"f": 0.68
},
"mark": {
"p": 0.8601398601,
"r": 0.8601398601,
"f": 0.8601398601
},
"nsubj:pass": {
"p": 0.7448275862,
"r": 0.6545454545,
"f": 0.6967741935
},
"nsubj": {
"p": 0.7129411765,
"r": 0.7079439252,
"f": 0.7104337632
},
"cop": {
"p": 0.7272727273,
"r": 0.7128712871,
"f": 0.72
},
"parataxis": {
"p": 0.3076923077,
"r": 0.2352941176,
"f": 0.2666666667
},
"nummod": {
"p": 0.7578947368,
"r": 0.8674698795,
"f": 0.808988764
},
"advcl": {
"p": 0.4576271186,
"r": 0.5094339623,
"f": 0.4821428571
},
"xcomp": {
"p": 0.7,
"r": 0.6666666667,
"f": 0.6829268293
},
"csubj": {
"p": 0.7647058824,
"r": 0.5909090909,
"f": 0.6666666667
},
"acl": {
"p": 0.6818181818,
"r": 0.3409090909,
"f": 0.4545454545
},
"fixed": {
"p": 0.3636363636,
"r": 0.5714285714,
"f": 0.4444444444
},
"compound": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"appos": {
"p": 0.2826086957,
"r": 0.2653061224,
"f": 0.2736842105
},
"dep": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"csubj:pass": {
"p": 0.75,
"r": 0.5,
"f": 0.6
},
"obl:agent": {
"p": 0.5714285714,
"r": 0.32,
"f": 0.4102564103
},
"orphan": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"iobj": {
"p": 1.0,
"r": 1.0,
"f": 1.0
},
"expl": {
"p": 0.0,
"r": 0.0,
"f": 0.0
}
},
"ents_p": 0.7348837209,
"ents_r": 0.6638655462,
"ents_f": 0.6975717439,
"ents_per_type": {
"ORG": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"PERSON": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"GPE": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"PRODUCT": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"EVENT": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"LOC": {
"p": 0.0,
"r": 0.0,
"f": 0.0
}
},
"speed": 2331.9277335651,
"pos_acc": 0.94345018,
"morph_acc": 0.8863580338,
"morph_micro_p": 0.9474649993,
"morph_micro_r": 0.9453768691,
"morph_micro_f": 0.9464197824,
"morph_per_feat": {
"Abbr": {
"p": 0.9487179487,
"r": 0.7956989247,
"f": 0.865497076
},
"Case": {
"p": 0.9229232562,
"r": 0.9243081027,
"f": 0.9236151603
},
"Gender": {
"p": 0.9189279174,
"r": 0.9203067689,
"f": 0.9196168263
},
"Number": {
"p": 0.9678442682,
"r": 0.9688221709,
"f": 0.9683329727
},
"Aspect": {
"p": 0.9227642276,
"r": 0.9116465863,
"f": 0.9171717172
},
"Mood": {
"p": 0.9827586207,
"r": 0.9806451613,
"f": 0.9817007535
},
"Person": {
"p": 0.9696521095,
"r": 0.9597069597,
"f": 0.9646539028
},
"Tense": {
"p": 0.9508408797,
"r": 0.9582790091,
"f": 0.9545454545
},
"VerbForm": {
"p": 0.9735772358,
"r": 0.9618473896,
"f": 0.9676767677
},
"Voice": {
"p": 0.9552845528,
"r": 0.9437751004,
"f": 0.9494949495
},
"Definite": {
"p": 0.9864253394,
"r": 0.9971412236,
"f": 0.9917543361
},
"PronType": {
"p": 0.9812870835,
"r": 0.9844322344,
"f": 0.9828571429
},
"Foreign": {
"p": 0.71875,
"r": 0.5714285714,
"f": 0.6366782007
},
"NumType": {
"p": 0.9427083333,
"r": 0.8829268293,
"f": 0.9118387909
},
"Poss": {
"p": 0.8977272727,
"r": 0.8876404494,
"f": 0.8926553672
},
"Degree": {
"p": 0.7666666667,
"r": 0.6052631579,
"f": 0.6764705882
}
},
"tag_acc": 0.9134743381,
"lemma_acc": 0.5620470345
}