zh_core_web_lg / accuracy.json
Adriane Boyd
Update spaCy pipeline
68251ed
raw
history blame
6.4 kB
{
"token_acc": 0.9788303388,
"token_p": 0.9458325855,
"token_r": 0.9136060443,
"token_f": 0.9294400505,
"tag_acc": 0.9027089042,
"sents_p": 0.7773839064,
"sents_r": 0.7301481605,
"sents_f": 0.7530260108,
"dep_uas": 0.7072780475,
"dep_las": 0.6564620448,
"dep_las_per_type": {
"dep": {
"p": 0.483921457,
"r": 0.3436394867,
"f": 0.4018906942
},
"case": {
"p": 0.815636692,
"r": 0.7664888458,
"f": 0.7902993937
},
"nmod:tmod": {
"p": 0.7218543046,
"r": 0.7414965986,
"f": 0.7315436242
},
"nummod": {
"p": 0.8209876543,
"r": 0.5316455696,
"f": 0.645369996
},
"mark:clf": {
"p": 0.9277035237,
"r": 0.5695635957,
"f": 0.7058007858
},
"auxpass": {
"p": 0.8709677419,
"r": 0.8756756757,
"f": 0.8733153639
},
"nsubj": {
"p": 0.7909792443,
"r": 0.7302542685,
"f": 0.7594047391
},
"acl": {
"p": 0.682206172,
"r": 0.5762617859,
"f": 0.6247745039
},
"advmod": {
"p": 0.8231637701,
"r": 0.7355474949,
"f": 0.7768931458
},
"mark": {
"p": 0.7359963269,
"r": 0.7024539877,
"f": 0.7188340807
},
"xcomp": {
"p": 0.7798165138,
"r": 0.6921824104,
"f": 0.7333908542
},
"nmod:assmod": {
"p": 0.7649168569,
"r": 0.7301587302,
"f": 0.747133758
},
"det": {
"p": 0.8469635628,
"r": 0.6127709432,
"f": 0.7110808973
},
"amod": {
"p": 0.7814781022,
"r": 0.67282011,
"f": 0.7230899114
},
"nmod:prep": {
"p": 0.6996527778,
"r": 0.6094978826,
"f": 0.6514710637
},
"root": {
"p": 0.7340345605,
"r": 0.6505743299,
"f": 0.6897890742
},
"aux:prtmod": {
"p": 0.91015625,
"r": 0.8321428571,
"f": 0.8694029851
},
"compound:nn": {
"p": 0.7404433584,
"r": 0.7177664975,
"f": 0.7289286021
},
"dobj": {
"p": 0.8127243067,
"r": 0.737964746,
"f": 0.7735424268
},
"ccomp": {
"p": 0.6663957741,
"r": 0.6376360809,
"f": 0.651698788
},
"advmod:rcomp": {
"p": 0.8312101911,
"r": 0.7229916898,
"f": 0.7733333333
},
"nmod:topic": {
"p": 0.4037558685,
"r": 0.2792207792,
"f": 0.330134357
},
"cop": {
"p": 0.7538461538,
"r": 0.5990990991,
"f": 0.6676228039
},
"discourse": {
"p": 0.5530932595,
"r": 0.4942244224,
"f": 0.5220043573
},
"neg": {
"p": 0.8388554217,
"r": 0.6623067776,
"f": 0.7401993355
},
"aux:modal": {
"p": 0.8632478632,
"r": 0.83557394,
"f": 0.8491854966
},
"nmod": {
"p": 0.6981132075,
"r": 0.6024423338,
"f": 0.6467589221
},
"aux:ba": {
"p": 0.8152173913,
"r": 0.7978723404,
"f": 0.8064516129
},
"advmod:loc": {
"p": 0.6378600823,
"r": 0.4599406528,
"f": 0.5344827586
},
"aux:asp": {
"p": 0.9061461794,
"r": 0.870015949,
"f": 0.8877135883
},
"conj": {
"p": 0.5012317605,
"r": 0.5,
"f": 0.5006151226
},
"nsubjpass": {
"p": 0.7906976744,
"r": 0.68,
"f": 0.7311827957
},
"compound:vc": {
"p": 0.4456521739,
"r": 0.4248704663,
"f": 0.4350132626
},
"advcl:loc": {
"p": 0.5040650407,
"r": 0.4428571429,
"f": 0.4714828897
},
"cc": {
"p": 0.7077798861,
"r": 0.661934339,
"f": 0.684089867
},
"advmod:dvp": {
"p": 0.8270676692,
"r": 0.6832298137,
"f": 0.7482993197
},
"name": {
"p": 0.6129032258,
"r": 0.4222222222,
"f": 0.5
},
"appos": {
"p": 0.880195599,
"r": 0.8275862069,
"f": 0.8530805687
},
"nmod:poss": {
"p": 0.7058823529,
"r": 0.4444444444,
"f": 0.5454545455
},
"nsubj:xsubj": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"nmod:range": {
"p": 0.7131782946,
"r": 0.6174496644,
"f": 0.6618705036
},
"parataxis:prnmod": {
"p": 0.4102564103,
"r": 0.1203007519,
"f": 0.1860465116
},
"amod:ordmod": {
"p": 0.6393442623,
"r": 0.609375,
"f": 0.624
},
"erased": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"etc": {
"p": 0.9047619048,
"r": 0.9047619048,
"f": 0.9047619048
}
},
"ents_p": 0.7335270192,
"ents_r": 0.6936263736,
"ents_f": 0.7130189212,
"ents_per_type": {
"DATE": {
"p": 0.7721755369,
"r": 0.8196233895,
"f": 0.7951923077
},
"GPE": {
"p": 0.7766681798,
"r": 0.8362658847,
"f": 0.8053659685
},
"ORDINAL": {
"p": 0.8571428571,
"r": 0.7894736842,
"f": 0.8219178082
},
"FAC": {
"p": 0.4268292683,
"r": 0.376344086,
"f": 0.4
},
"ORG": {
"p": 0.6924939467,
"r": 0.6529680365,
"f": 0.6721504113
},
"QUANTITY": {
"p": 0.7980769231,
"r": 0.6148148148,
"f": 0.6945606695
},
"PERSON": {
"p": 0.8022193211,
"r": 0.7918814433,
"f": 0.7970168612
},
"CARDINAL": {
"p": 0.6125290023,
"r": 0.5322580645,
"f": 0.569579288
},
"LOC": {
"p": 0.5747508306,
"r": 0.4650537634,
"f": 0.514115899
},
"NORP": {
"p": 0.7239263804,
"r": 0.4957983193,
"f": 0.5885286783
},
"TIME": {
"p": 0.7512195122,
"r": 0.7475728155,
"f": 0.7493917275
},
"WORK_OF_ART": {
"p": 0.5747126437,
"r": 0.3333333333,
"f": 0.4219409283
},
"MONEY": {
"p": 0.9230769231,
"r": 0.8,
"f": 0.8571428571
},
"PERCENT": {
"p": 0.8,
"r": 0.8192771084,
"f": 0.8095238095
},
"EVENT": {
"p": 0.5510204082,
"r": 0.3970588235,
"f": 0.4615384615
},
"PRODUCT": {
"p": 0.0,
"r": 0.0,
"f": 0.0
},
"LAW": {
"p": 0.3684210526,
"r": 0.1166666667,
"f": 0.1772151899
},
"LANGUAGE": {
"p": 0.5454545455,
"r": 0.6666666667,
"f": 0.6
}
},
"speed": 7526.7870509872
}