it_core_news_sm / accuracy.json
adrianeboyd's picture
Update spaCy pipeline
abe4d25
raw
history blame
6.05 kB
{
"token_acc": 0.9992812865,
"token_p": 0.9980235379,
"token_r": 0.9978442468,
"token_f": 0.9979338843,
"pos_acc": 0.9701163888,
"morph_acc": 0.9701573034,
"morph_micro_p": 0.9852728991,
"morph_micro_r": 0.9772502961,
"morph_micro_f": 0.9812451998,
"morph_per_feat": {
"Gender": {
"p": 0.9885104637,
"r": 0.9836668028,
"f": 0.9860826852
},
"Number": {
"p": 0.9925554297,
"r": 0.984746307,
"f": 0.9886354477
},
"NumType": {
"p": 0.9848484848,
"r": 0.9594095941,
"f": 0.9719626168
},
"Definite": {
"p": 0.9923349057,
"r": 0.9982206406,
"f": 0.9952690716
},
"PronType": {
"p": 0.9887827171,
"r": 0.9842845327,
"f": 0.9865284974
},
"Mood": {
"p": 0.9620563035,
"r": 0.943577431,
"f": 0.9527272727
},
"Person": {
"p": 0.9701195219,
"r": 0.9428848015,
"f": 0.9563082965
},
"Tense": {
"p": 0.9571183533,
"r": 0.949787234,
"f": 0.9534387014
},
"VerbForm": {
"p": 0.9740896359,
"r": 0.963963964,
"f": 0.9690003483
},
"Degree": {
"p": 1.0,
"r": 0.8235294118,
"f": 0.9032258065
},
"Clitic": {
"p": 0.9943181818,
"r": 0.935828877,
"f": 0.9641873278
},
"Poss": {
"p": 1.0,
"r": 1.0,
"f": 1.0
},
"Polarity": {
"p": 1.0,
"r": 0.3333333333,
"f": 0.5
},
"Foreign": {
"p": 0.8333333333,
"r": 1.0,
"f": 0.9090909091
}
},
"tag_acc": 0.9650368506,
"sents_p": 0.9770723104,
"sents_r": 0.9822695035,
"sents_f": 0.9796640141,
"dep_uas": 0.8969952665,
"dep_las": 0.8575397438,
"dep_las_per_type": {
"root": {
"p": 0.8641975309,
"r": 0.8687943262,
"f": 0.866489832
},
"flat:name": {
"p": 0.8947368421,
"r": 0.8607594937,
"f": 0.8774193548
},
"case": {
"p": 0.9721380981,
"r": 0.9768715764,
"f": 0.9744990893
},
"nmod": {
"p": 0.793877551,
"r": 0.7955010225,
"f": 0.7946884576
},
"nummod": {
"p": 0.8907103825,
"r": 0.8858695652,
"f": 0.8882833787
},
"det": {
"p": 0.9643510055,
"r": 0.9696691176,
"f": 0.9670027498
},
"nsubj": {
"p": 0.8145315488,
"r": 0.8223938224,
"f": 0.818443804
},
"aux": {
"p": 0.9444444444,
"r": 0.9400921659,
"f": 0.9422632794
},
"advmod": {
"p": 0.8113636364,
"r": 0.8188073394,
"f": 0.8150684932
},
"obj": {
"p": 0.8203309693,
"r": 0.8675,
"f": 0.8432563791
},
"cc": {
"p": 0.90625,
"r": 0.8895705521,
"f": 0.8978328173
},
"conj": {
"p": 0.6727748691,
"r": 0.6945945946,
"f": 0.6835106383
},
"det:predet": {
"p": 0.9473684211,
"r": 1.0,
"f": 0.972972973
},
"amod": {
"p": 0.8924242424,
"r": 0.8830584708,
"f": 0.8877166541
},
"mark": {
"p": 0.9132231405,
"r": 0.9132231405,
"f": 0.9132231405
},
"cop": {
"p": 0.8345864662,
"r": 0.880952381,
"f": 0.8571428571
},
"xcomp": {
"p": 0.6559139785,
"r": 0.6354166667,
"f": 0.6455026455
},
"obl": {
"p": 0.8094488189,
"r": 0.7514619883,
"f": 0.7793783169
},
"acl:relcl": {
"p": 0.7368421053,
"r": 0.7153284672,
"f": 0.7259259259
},
"acl": {
"p": 0.625,
"r": 0.6086956522,
"f": 0.6167400881
},
"ccomp": {
"p": 0.6842105263,
"r": 0.6290322581,
"f": 0.6554621849
},
"expl": {
"p": 0.8974358974,
"r": 0.8974358974,
"f": 0.8974358974
},
"nsubj:pass": {
"p": 0.8051948052,
"r": 0.7654320988,
"f": 0.7848101266
},
"aux:pass": {
"p": 0.8875,
"r": 0.8987341772,
"f": 0.893081761
},
"parataxis": {
"p": 0.3571428571,
"r": 0.1612903226,
"f": 0.2222222222
},
"obl:agent": {
"p": 0.7608695652,
"r": 0.8333333333,
"f": 0.7954545455
},
"advcl": {
"p": 0.5696202532,
"r": 0.6338028169,
"f": 0.6
},
"det:poss": {
"p": 0.9571428571,
"r": 0.9852941176,
"f": 0.9710144928
},
"flat": {
"p": 1.0,
"r": 1.0,
"f": 1.0
},
"appos": {
"p": 0.4411764706,
"r": 0.3846153846,
"f": 0.4109589041
},
"dep": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"iobj": {
"p": 0.8,
"r": 0.8,
"f": 0.8
},
"expl:impers": {
"p": 0.5833333333,
"r": 0.875,
"f": 0.7
},
"csubj": {
"p": 0.5384615385,
"r": 0.5384615385,
"f": 0.5384615385
},
"compound": {
"p": 0.619047619,
"r": 0.5,
"f": 0.5531914894
},
"discourse": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"fixed": {
"p": 0.9166666667,
"r": 0.7857142857,
"f": 0.8461538462
},
"expl:pass": {
"p": 0.6363636364,
"r": 0.6363636364,
"f": 0.6363636364
},
"orphan": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"flat:foreign": {
"p": 1.0,
"r": 1.0,
"f": 1.0
},
"vocative": {
"p": 0.3333333333,
"r": 0.3333333333,
"f": 0.3333333333
}
},
"lemma_acc": 0.969356578,
"ents_p": 0.8600824654,
"ents_r": 0.8579197692,
"ents_f": 0.858999756,
"ents_per_type": {
"LOC": {
"p": 0.8685910757,
"r": 0.9004700353,
"f": 0.8842433217
},
"PER": {
"p": 0.8980031605,
"r": 0.8885572139,
"f": 0.8932552158
},
"MISC": {
"p": 0.7752910933,
"r": 0.7044517725,
"f": 0.7381757973
},
"ORG": {
"p": 0.8139534884,
"r": 0.7674050633,
"f": 0.7899941827
}
},
"speed": 11886.6849404731
}