README.md

metadata

tags:
  - spacy
  - token-classification
language:
  - is
model-index:
  - name: is_core_web_trf
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.9193318395
          - name: NER Recall
            type: recall
            value: 0.9217728758
          - name: NER F Score
            type: f_score
            value: 0.9205507394

Feature	Description
Name	is_core_web_trf
Version	0.0.0
spaCy	>=3.1.1,<3.2.0
Default Pipeline	transformer, ner, tagger, parser
Components	transformer, ner, tagger, parser
Vectors	0 keys, 0 unique vectors (0 dimensions)
Sources	n/a
License	n/a
Author	n/a

Label Scheme

View label scheme (591 labels for 3 components)

Component	Labels
ner	Date, Location, Miscellaneous, Money, Organization, Percent, Person, Time
tagger	aa, aae, aam, af, afe, afm, au, c, cn, ct, e, fahee, fahen, faheo, faheþ, fahfe, fahfn, fahfo, fahfþ, fakee, faken, fakeo, fakeþ, fakfe, fakfn, fakfo, fakfþ, favee, faven, faveo, faveþ, favfe, favfn, favfo, favfþ, fbhee, fbhen, fbheo, fbheþ, fbhfe, fbhfn, fbhfo, fbhfþ, fbkee, fbken, fbkeo, fbkeþ, fbkfe, fbkfn, fbkfo, fbkfþ, fbvee, fbven, fbveo, fbveþ, fbvfe, fbvfn, fbvfo, fbvfþ, fehee, fehen, feheo, feheþ, fehfe, fehfn, fehfo, fehfþ, fekee, feken, fekeo, fekeþ, fekfe, fekfn, fekfo, fekfþ, fevee, feven, feveo, feveþ, fevfe, fevfn, fevfo, fevfþ, fohee, fohen, foheo, foheþ, fohfe, fohfn, fohfo, fohfþ, fokee, foken, fokeo, fokeþ, fokfe, fokfn, fokfo, fokfþ, fovee, foven, foveo, foveþ, fovfe, fovfn, fovfo, fovfþ, fp1ee, fp1en, fp1eo, fp1eþ, fp1fe, fp1fn, fp1fo, fp1fþ, fp2ee, fp2en, fp2eo, fp2eþ, fp2fe, fp2fn, fp2fo, fp2fþ, fphee, fphen, fpheo, fpheþ, fphfe, fphfn, fphfo, fphfþ, fpkee, fpken, fpkeo, fpkeþ, fpkfe, fpkfn, fpkfo, fpkfþ, fpvee, fpven, fpveo, fpveþ, fpvfe, fpvfn, fpvfo, fpvfþ, fshee, fshen, fsheo, fsheþ, fshfe, fshfn, fshfo, fshfþ, fskee, fsken, fskeo, fskeþ, fskfe, fskfn, fskfo, fskfþ, fsvee, fsven, fsveo, fsveþ, fsvfe, fsvfn, fsvfo, fsvfþ, ghee, ghen, gheo, gheþ, ghfe, ghfn, ghfo, ghfþ, gkee, gken, gkeo, gkeþ, gkfe, gkfn, gkfo, gkfþ, gvee, gven, gveo, gveþ, gvfe, gvfn, gvfo, gvfþ, ks, kt, lheeof, lheesf, lheeve, lheevf, lheevm, lhenof, lhense, lhensf, lhenve, lhenvf, lhenvm, lheoof, lheose, lheosf, lheosm, lheove, lheovf, lheovm, lheþof, lheþse, lheþsf, lheþve, lheþvf, lheþvm, lhfeof, lhfese, lhfesf, lhfeve, lhfevf, lhfevm, lhfnof, lhfnse, lhfnsf, lhfnve, lhfnvf, lhfnvm, lhfoof, lhfose, lhfosf, lhfove, lhfovf, lhfovm, lhfþof, lhfþse, lhfþsf, lhfþve, lhfþvf, lhfþvm, lkeeof, lkeesf, lkeeve, lkeevf, lkeevm, lkenof, lkense, lkensf, lkenve, lkenvf, lkenvm, lkeoof, lkeose, lkeosf, lkeove, lkeovf, lkeovm, lkeþof, lkeþse, lkeþsf, lkeþve, lkeþvf, lkeþvm, lkfeof, lkfese, lkfesf, lkfeve, lkfevf, lkfevm, lkfnof, lkfnse, lkfnsf, lkfnve, lkfnvf, lkfnvm, lkfoof, lkfose, lkfosf, lkfove, lkfovf, lkfovm, lkfþof, lkfþse, lkfþsf, lkfþsm, lkfþve, lkfþvf, lkfþvm, lveeof, lveese, lveesf, lveeve, lveevf, lveevm, lvenof, lvense, lvensf, lvenve, lvenvf, lvenvm, lveoof, lveose, lveosf, lveove, lveovf, lveovm, lveþof, lveþse, lveþsf, lveþve, lveþvf, lveþvm, lvfeof, lvfese, lvfesf, lvfeve, lvfevf, lvfevm, lvfnof, lvfnse, lvfnsf, lvfnve, lvfnvf, lvfnvm, lvfoof, lvfose, lvfosf, lvfove, lvfovf, lvfovm, lvfþof, lvfþse, lvfþsf, lvfþsm, lvfþve, lvfþvf, lvfþvm, m, n----s, n-ee, n-ee-s, n-en, n-en-s, n-eng, n-eo, n-eo-s, n-eþ, n-eþ-s, n-fn, nhee, nhee-s, nheeg, nheegs, nhen, nhen-s, nheng, nhengs, nheo, nheo-s, nheog, nheogs, nheþ, nheþ-s, nheþg, nheþgs, nhfe, nhfe-s, nhfeg, nhfegs, nhfn, nhfn-s, nhfng, nhfngs, nhfo, nhfo-s, nhfog, nhfogs, nhfþ, nhfþ-s, nhfþg, nhfþgs, nkee, nkee-s, nkeeg, nkeegs, nken, nken-s, nkeng, nkengs, nkeo, nkeo-s, nkeog, nkeogs, nkeþ, nkeþ-s, nkeþg, nkeþgs, nkfe, nkfe-s, nkfeg, nkfegs, nkfn, nkfn-s, nkfng, nkfngs, nkfo, nkfo-s, nkfog, nkfogs, nkfþ, nkfþ-s, nkfþg, nkfþgs, nvee, nvee-s, nveeg, nveegs, nven, nven-s, nveng, nvengs, nveo, nveo-s, nveog, nveogs, nveþ, nveþ-s, nveþg, nveþgs, nvfe, nvfe-s, nvfeg, nvfegs, nvfn, nvfn-s, nvfng, nvfngs, nvfo, nvfo-s, nvfog, nvfogs, nvfþ, nvfþ-s, nvfþg, nvfþgs, pa, pg, pk, pl, sbg2en, sbg2fn, sbm2en, sbm2fn, sfg1en, sfg1eþ, sfg1fn, sfg1fþ, sfg2en, sfg2eþ, sfg2fn, sfg2fþ, sfg3en, sfg3eþ, sfg3fn, sfg3fþ, sfm1en, sfm1eþ, sfm1fn, sfm1fþ, sfm2en, sfm2eþ, sfm2fn, sfm2fþ, sfm3en, sfm3eþ, sfm3fn, sfm3fþ, slg, sng, snm, svg1en, svg1eþ, svg1fn, svg1fþ, svg2en, svg2eþ, svg2fn, svg2fþ, svg3en, svg3eþ, svg3fn, svg3fþ, svm1en, svm1eþ, svm1fn, svm1fþ, svm2en, svm2eþ, svm2fn, svm3en, svm3eþ, svm3fn, svm3fþ, sþghen, sþgheo, sþghfn, sþghfo, sþgken, sþgkeo, sþgkfn, sþgkfo, sþgven, sþgveo, sþgvfn, sþgvfo, sþgvfþ, sþmhen, sþmheo, sþmken, sþmven, ta, tfhee, tfhen, tfheo, tfheþ, tfhfe, tfhfn, tfhfo, tfhfþ, tfkee, tfken, tfkeo, tfkeþ, tfkfe, tfkfn, tfkfo, tfkfþ, tfvee, tfven, tfveo, tfveþ, tfvfe, tfvfn, tfvfo, tfvfþ, to, tp, v, x
parser	ROOT, acl, acl:relcl, advcl, advmod, amod, appos, aux, case, cc, ccomp, compound:prt, conj, cop, dep, det, fixed, flat:name, mark, nmod, nmod:poss, nsubj, nummod, obj, obl, obl:arg, parataxis, punct, xcomp

Accuracy

Type	Score
ENTS_F	92.06
ENTS_P	91.93
ENTS_R	92.18
TRANSFORMER_LOSS	248325.98
NER_LOSS	120059.07