lt_core_news_md / accuracy.json
adrianeboyd's picture
Update spaCy pipeline
3e6d834
raw history blame
No virus
3.11 kB
{
"token_acc": 0.9998702927,
"token_p": 0.998357254,
"token_r": 0.9988754325,
"token_f": 0.9986162761,
"pos_acc": 0.9480968858,
"morph_acc": 0.8679326902,
"morph_micro_p": 0.9138175262,
"morph_micro_r": 0.9049030859,
"morph_micro_f": 0.9093384591,
"morph_per_feat": {
"Case": {
"p": 0.9220990874,
"r": 0.9272369715,
"f": 0.9246608923
},
"Gender": {
"p": 0.9317199654,
"r": 0.9360889198,
"f": 0.9338993329
},
"Number": {
"p": 0.9169523216,
"r": 0.9199624824,
"f": 0.9184549356
},
"Definite": {
"p": 0.9100244499,
"r": 0.9042759961,
"f": 0.9071411163
},
"Degree": {
"p": 0.8673300166,
"r": 0.8723936614,
"f": 0.8698544699
},
"Polarity": {
"p": 0.935483871,
"r": 0.90625,
"f": 0.9206349206
},
"Tense": {
"p": 0.8524962179,
"r": 0.8268525312,
"f": 0.8394785847
},
"VerbForm": {
"p": 0.9070530344,
"r": 0.8787076271,
"f": 0.8926553672
},
"Voice": {
"p": 0.7975708502,
"r": 0.7433962264,
"f": 0.76953125
},
"PronType": {
"p": 0.9361702128,
"r": 0.9438943894,
"f": 0.9400164339
},
"Aspect": {
"p": 0.8606060606,
"r": 0.782369146,
"f": 0.8196248196
},
"Hyph": {
"p": 0.9405405405,
"r": 0.9255319149,
"f": 0.9329758713
},
"Reflex": {
"p": 0.7795698925,
"r": 0.5350553506,
"f": 0.6345733042
},
"Mood": {
"p": 0.9083129584,
"r": 0.8887559809,
"f": 0.8984280532
},
"Person": {
"p": 0.9100101112,
"r": 0.8982035928,
"f": 0.9040683074
},
"AdpType": {
"p": 1.0,
"r": 0.9900497512,
"f": 0.995
},
"Abbr": {
"p": 0.981981982,
"r": 0.9519650655,
"f": 0.9667405765
},
"Foreign": {
"p": 0.3913043478,
"r": 0.28125,
"f": 0.3272727273
},
"NumForm": {
"p": 0.9263157895,
"r": 0.88,
"f": 0.9025641026
},
"NumType": {
"p": 0.7608695652,
"r": 0.625,
"f": 0.6862745098
}
},
"tag_acc": 0.8592067131,
"sents_p": 0.8158730159,
"sents_r": 0.8330632091,
"sents_f": 0.8243785084,
"dep_uas": 0.7355533274,
"dep_las": 0.6620580475,
"dep_las_per_type": {},
"lemma_acc": 0.8527440211,
"ents_p": 0.7452830189,
"ents_r": 0.8299149575,
"ents_f": 0.7853254438,
"ents_per_type": {
"ORG": {
"p": 0.6854166667,
"r": 0.7511415525,
"f": 0.7167755991
},
"TIME": {
"p": 0.694214876,
"r": 0.7636363636,
"f": 0.7272727273
},
"LOC": {
"p": 0.6936416185,
"r": 0.7430340557,
"f": 0.7174887892
},
"PRODUCT": {
"p": 0.3838383838,
"r": 0.6031746032,
"f": 0.4691358025
},
"PERSON": {
"p": 0.8864864865,
"r": 0.8945454545,
"f": 0.8904977376
},
"GPE": {
"p": 0.7777777778,
"r": 0.9679012346,
"f": 0.8624862486
}
},
"speed": 10668.5945482026
}