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hr_core_news_md

Token Classification
spaCy
Croatian
Eval Results
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hr_core_news_md / README.md
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metadata
tags:
  - spacy
  - token-classification
language:
  - hr
license: cc-by-sa-4.0
model-index:
  - name: hr_core_news_md
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.8244343891
          - name: NER Recall
            type: recall
            value: 0.8133928571
          - name: NER F Score
            type: f_score
            value: 0.8188764045
      - task:
          name: TAG
          type: token-classification
        metrics:
          - name: TAG (XPOS) Accuracy
            type: accuracy
            value: 0.9168748959
      - task:
          name: POS
          type: token-classification
        metrics:
          - name: POS (UPOS) Accuracy
            type: accuracy
            value: 0.9732718382
      - task:
          name: MORPH
          type: token-classification
        metrics:
          - name: Morph (UFeats) Accuracy
            type: accuracy
            value: 0.9231452688
      - task:
          name: LEMMA
          type: token-classification
        metrics:
          - name: Lemma Accuracy
            type: accuracy
            value: 0.9281478417
      - task:
          name: UNLABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Unlabeled Attachment Score (UAS)
            type: f_score
            value: 0.8645157205
      - task:
          name: LABELED_DEPENDENCIES
          type: token-classification
        metrics:
          - name: Labeled Attachment Score (LAS)
            type: f_score
            value: 0.800506249
      - task:
          name: SENTS
          type: token-classification
        metrics:
          - name: Sentences F-Score
            type: f_score
            value: 0.9425287356

Details: https://spacy.io/models/hr#hr_core_news_md

Croatian pipeline optimized for CPU. Components: tok2vec, tagger, morphologizer, parser, lemmatizer (trainable_lemmatizer), senter, ner.

Feature Description
Name hr_core_news_md
Version 3.7.0
spaCy >=3.7.0,<3.8.0
Default Pipeline tok2vec, tagger, morphologizer, parser, lemmatizer, attribute_ruler, ner
Components tok2vec, tagger, morphologizer, parser, lemmatizer, senter, attribute_ruler, ner
Vectors floret (50000, 300)
Sources Training corpus hr500k 1.0 (Ljubešić, Nikola ; Agić, Željko ; Klubička, Filip ; Batanović, Vuk and Erjavec, Tomaž)
Explosion Vectors (OSCAR 2109 + Wikipedia + OpenSubtitles + WMT News Crawl) (Explosion)
License CC BY-SA 4.0
Author Explosion

Label Scheme

View label scheme (1518 labels for 4 components)
Component Labels
tagger Agcfpay, Agcfpdy, Agcfpgy, Agcfpiy, Agcfply, Agcfpny, Agcfsay, Agcfsdy, Agcfsgy, Agcfsiy, Agcfsly, Agcfsny, Agcmpay, Agcmpgy, Agcmpiy, Agcmpny, Agcmsany, Agcmsay, Agcmsayn, Agcmsdy, Agcmsgy, Agcmsiy, Agcmsly, Agcmsny, Agcnpay, Agcnpdy, Agcnpgy, Agcnpny, Agcnsay, Agcnsdy, Agcnsgy, Agcnsiy, Agcnsly, Agcnsny, Agpfpay, Agpfpdy, Agpfpgy, Agpfpiy, Agpfply, Agpfpny, Agpfsay, Agpfsdy, Agpfsgy, Agpfsin, Agpfsiy, Agpfsly, Agpfsny, Agpfsvy, Agpmpay, Agpmpdy, Agpmpgy, Agpmpiy, Agpmply, Agpmpny, Agpmsan, Agpmsann, Agpmsany, Agpmsay, Agpmsayn, Agpmsayy, Agpmsdy, Agpmsgn, Agpmsgy, Agpmsiy, Agpmsln, Agpmsly, Agpmsnn, Agpmsny, Agpmsvy, Agpnpay, Agpnpdy, Agpnpgy, Agpnpiy, Agpnply, Agpnpny, Agpnsay, Agpnsdy, Agpnsgn, Agpnsgy, Agpnsiy, Agpnsln, Agpnsly, Agpnsny, Agsfpay, Agsfpdy, Agsfpgy, Agsfpiy, Agsfply, Agsfpny, Agsfsay, Agsfsdy, Agsfsgy, Agsfsiy, Agsfsly, Agsfsny, Agsmpay, Agsmpdy, Agsmpgy, Agsmpiy, Agsmply, Agsmpny, Agsmsany, Agsmsayn, Agsmsayy, Agsmsdy, Agsmsgy, Agsmsiy, Agsmsly, Agsmsny, Agsnpay, Agsnpgy, Agsnply, Agsnpny, Agsnsay, Agsnsdy, Agsnsgy, Agsnsiy, Agsnsly, Agsnsny, Appfpay, Appfpdy, Appfpgy, Appfpiy, Appfply, Appfpny, Appfsay, Appfsgy, Appfsiy, Appfsly, Appfsny, Appmpay, Appmpdy, Appmpgy, Appmpiy, Appmply, Appmpny, Appmsann, Appmsany, Appmsayn, Appmsayy, Appmsdy, Appmsgn, Appmsgy, Appmsiy, Appmsly, Appmsnn, Appmsny, Appnpay, Appnpdy, Appnpgy, Appnpiy, Appnply, Appnpny, Appnsay, Appnsgy, Appnsly, Appnsny, Aspfpay, Aspfpgy, Aspfpiy, Aspfply, Aspfpny, Aspfsay, Aspfsdy, Aspfsgy, Aspfsly, Aspfsny, Aspmpay, Aspmpgy, Aspmply, Aspmpny, Aspmsayn, Aspmsayy, Aspmsdn, Aspmsdy, Aspmsgn, Aspmsgy, Aspmsiy, Aspmsln, Aspmsly, Aspmsnn, Aspnpay, Aspnpgy, Aspnpny, Aspnsay, Aspnsgn, Aspnsgy, Aspnsln, Aspnsly, Aspnsny, Cc, Cs, I, Mdc, Mdm, Mdo, Mds, Mlc, Mlc--g, Mlc--i, Mlc--l, Mlcf-a, Mlcf-d, Mlcf-g, Mlcf-n, Mlcfsa, Mlcfsd, Mlcfsg, Mlcfsi, Mlcfsl, Mlcfsn, Mlcm-a, Mlcm-g, Mlcm-l, Mlcm-n, Mlcmpn, Mlcmsan, Mlcmsay, Mlcmsg, Mlcmsi, Mlcmsl, Mlcmsn, Mlcn-n, Mlcnsa, Mlcnsg, Mlcnsn, Mlofpa, Mlofpd, Mlofpg, Mlofpi, Mlofpl, Mlofpn, Mlofsa, Mlofsd, Mlofsg, Mlofsi, Mlofsl, Mlofsn, Mlompa, Mlompd, Mlompg, Mlompi, Mlompl, Mlompn, Mlomsan, Mlomsay, Mlomsd, Mlomsg, Mlomsi, Mlomsl, Mlomsn, Mlonpa, Mlonpg, Mlonpl, Mlonpn, Mlonsa, Mlonsd, Mlonsg, Mlonsi, Mlonsl, Mlonsn, Mls, Mlsf-a, Mlsf-g, Mlsf-i, Mlsf-l, Mlsf-n, Mlsm-a, Mlsm-g, Mlsm-l, Mlsm-n, Mlsmpn, Mlsn-n, Mrc, Mro, Ncfpa, Ncfpd, Ncfpg, Ncfpi, Ncfpl, Ncfpn, Ncfpv, Ncfsa, Ncfsd, Ncfsg, Ncfsi, Ncfsl, Ncfsn, Ncfsv, Ncmpa, Ncmpd, Ncmpg, Ncmpi, Ncmpl, Ncmpn, Ncmpv, Ncmsan, Ncmsay, Ncmsd, Ncmsg, Ncmsi, Ncmsl, Ncmsn, Ncmsv, Ncnpa, Ncnpd, Ncnpg, Ncnpi, Ncnpl, Ncnpn, Ncnsa, Ncnsd, Ncnsg, Ncnsi, Ncnsl, Ncnsn, Ncnsv, Npfpa, Npfpg, Npfpl, Npfpn, Npfsa, Npfsd, Npfsg, Npfsi, Npfsl, Npfsn, Npmpa, Npmpd, Npmpg, Npmpi, Npmpl, Npmpn, Npmsan, Npmsay, Npmsd, Npmsg, Npmsi, Npmsl, Npmsn, Npmsv, Npnpg, Npnpn, Npnsa, Npnsd, Npnsg, Npnsi, Npnsl, Npnsn, Pd-fpa, Pd-fpd, Pd-fpg, Pd-fpi, Pd-fpl, Pd-fpn, Pd-fsa, Pd-fsd, Pd-fsg, Pd-fsi, Pd-fsl, Pd-fsn, Pd-mpa, Pd-mpd, Pd-mpg, Pd-mpi, Pd-mpl, Pd-mpn, Pd-msan, Pd-msay, Pd-msd, Pd-msg, Pd-msi, Pd-msl, Pd-msn, Pd-npa, Pd-npg, Pd-npi, Pd-npn, Pd-nsa, Pd-nsd, Pd-nsg, Pd-nsi, Pd-nsl, Pd-nsn, Pi-fpa, Pi-fpd, Pi-fpg, Pi-fpi, Pi-fpl, Pi-fpn, Pi-fsa, Pi-fsd, Pi-fsg, Pi-fsi, Pi-fsl, Pi-fsn, Pi-mpa, Pi-mpd, Pi-mpg, Pi-mpi, Pi-mpl, Pi-mpn, Pi-msan, Pi-msay, Pi-msd, Pi-msg, Pi-msi, Pi-msl, Pi-msn, Pi-npa, Pi-npd, Pi-npg, Pi-npi, Pi-npl, Pi-npn, Pi-nsa, Pi-nsd, Pi-nsg, Pi-nsi, Pi-nsl, Pi-nsn, Pi3m-a, Pi3m-d, Pi3m-g, Pi3m-i, Pi3m-n, Pi3n-a, Pi3n-d, Pi3n-g, Pi3n-i, Pi3n-l, Pi3n-n, Pp1-pa, Pp1-pd, Pp1-pg, Pp1-pi, Pp1-pl, Pp1-pn, Pp1-sa, Pp1-sd, Pp1-sg, Pp1-si, Pp1-sl, Pp1-sn, Pp2-pa, Pp2-pd, Pp2-pl, Pp2-pn, Pp2-sa, Pp2-sd, Pp2-sg, Pp2-sl, Pp2-sn, Pp3-pa, Pp3-pd, Pp3-pg, Pp3-pi, Pp3-pl, Pp3fpn, Pp3fsa, Pp3fsd, Pp3fsg, Pp3fsi, Pp3fsl, Pp3fsn, Pp3mpn, Pp3msa, Pp3msd, Pp3msg, Pp3msi, Pp3msl, Pp3msn, Pp3npn, Pp3nsa, Pp3nsi, Pp3nsn, Pq-fpa, Pq-fpn, Pq-fsa, Pq-fsi, Pq-fsl, Pq-fsn, Pq-mpn, Pq-msn, Pq-nsn, Pq3m-d, Pq3m-n, Pq3n-a, Pq3n-l, Pq3n-n, Ps1fpa, Ps1fpg, Ps1fpl, Ps1fpn, Ps1fsa, Ps1fsd, Ps1fsg, Ps1fsi, Ps1fsl, Ps1fsn, (truncated: full list in pipeline meta)
morphologizer Case=Nom|Gender=Masc|Number=Sing|POS=NOUN, Case=Gen|Gender=Fem|Number=Sing|POS=NOUN, Case=Loc|POS=ADP, Case=Loc|Gender=Neut|Number=Sing|POS=PROPN, Case=Ins|POS=ADP, Case=Ins|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Gender=Neut|Number=Sing|POS=PROPN, Degree=Pos|POS=ADV, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Loc|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Plur|POS=NOUN, POS=PUNCT, POS=PART, Case=Loc|Gender=Masc|Number=Sing|POS=NOUN, POS=SCONJ, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Gender=Neut|Number=Plur|POS=NOUN, Case=Acc|POS=PRON|PronType=Prs|Reflex=Yes, Case=Gen|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=CCONJ, Case=Gen|POS=ADP, Case=Dat|Gender=Neut|Number=Sing|POS=NOUN, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Sing|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|Number=Plur|POS=NOUN, POS=VERB|VerbForm=Inf, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Acc|Gender=Fem|Number=Plur|POS=NOUN, Case=Nom|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, POS=PART|Polarity=Neg, Case=Acc|Gender=Neut|POS=PRON|PronType=Neg, Case=Ins|Gender=Masc|Number=Sing|POS=NOUN, Degree=Pos|POS=ADV|PronType=Dem, Degree=Cmp|POS=ADV, Case=Acc|POS=ADP, Case=Acc|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Gender=Masc|Number=Sing|POS=PROPN, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Sing|POS=DET|Person=1|Poss=Yes|PronType=Prs, Gender=Masc|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Loc|Gender=Fem|Number=Sing|POS=NOUN, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, NumType=Ord|POS=ADJ, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Mood=Ind|Number=Plur|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Nom|Gender=Fem|Number=Plur|POS=NOUN, Gender=Fem|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Mood=Ind|Number=Sing|POS=AUX|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Gender=Neut|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Case=Loc|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Number=Plur|POS=DET|PronType=Int,Rel, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Nom|Gender=Neut|POS=PRON|PronType=Int,Rel, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Neut|Number=Sing|POS=NOUN, Mood=Ind|Number=Plur|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Neut|Number=Sing|POS=NOUN, Case=Nom|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Gender=Fem|Number=Plur|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, NumType=Card|POS=NUM, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Acc|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Gender=Fem|Number=Sing|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Loc|Gender=Fem|Number=Plur|POS=NOUN, Case=Gen|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Acc|Definite=Def|Degree=Cmp|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, Gender=Masc|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Masc|Number=Plur|POS=NOUN, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Degree=Pos|POS=ADV|PronType=Int,Rel, Gender=Neut|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Case=Loc|Gender=Neut|Number=Plur|POS=NOUN, Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Int,Rel, Case=Nom|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Neut|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Neut|Number=Plur|POS=NOUN, Case=Gen|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Mood=Cnd|Number=Plur|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Nom|Definite=Def|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Gender=Masc|Number=Plur|POS=VERB|Tense=Past|VerbForm=Part|Voice=Act, Case=Gen|Definite=Def|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Plur|POS=AUX|Person=3|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Case=Acc|Definite=Def|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Case=Dat|Gender=Masc|Number=Sing|POS=PROPN, Case=Loc|Gender=Neut|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Loc|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Sing|POS=NOUN, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Mood=Cnd|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Case=Loc|Gender=Fem|Number=Sing|POS=DET|PronType=Dem, POS=X, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Loc|Gender=Masc|Number=Plur|POS=DET|PronType=Int,Rel, Case=Loc|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Gender=Fem|Number=Sing|POS=DET|PronType=Tot, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Nom|Gender=Neut|Number=Sing|POS=DET|PronType=Int,Rel, Case=Nom|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Sing|POS=PROPN, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Nom|Gender=Fem|Number=Sing|POS=DET|PronType=Int,Rel, Case=Nom|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Nom|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Int,Rel, Case=Gen|Gender=Fem|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Loc|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Int,Rel, Case=Nom|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Mood=Ind|Number=Plur|POS=VERB|Person=2|Tense=Pres|VerbForm=Fin, Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Case=Loc|Gender=Fem|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Definite=Def|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Loc|Definite=Def|Degree=Sup|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Mood=Ind|Number=Sing|POS=VERB|Person=1|Tense=Pres|VerbForm=Fin, Case=Loc|Gender=Masc|Number=Sing|POS=DET|PronType=Dem, Case=Loc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Ins|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Ins|Gender=Fem|Number=Plur|POS=NOUN, Case=Dat|Gender=Masc|Number=Plur|POS=NOUN, Case=Nom|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Poss=Yes, Case=Gen|Gender=Neut|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Gender=Masc|Number=Sing|POS=PROPN, Animacy=Anim|Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Anim|Case=Acc|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=NOUN, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, Mood=Ind|Number=Plur|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, POS=AUX|VerbForm=Inf, Case=Loc|Gender=Masc|Number=Sing|POS=PROPN, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Dem, Case=Ins|Gender=Fem|Number=Sing|POS=NOUN, Gender=Fem|Number=Sing|POS=AUX|Tense=Past|VerbForm=Part|Voice=Act, Case=Ins|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Ins|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Ins|Gender=Masc|Number=Plur|POS=NOUN, Degree=Pos|POS=ADV|PronType=Ind, Animacy=Inan|Case=Acc|Definite=Ind|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Degree=Pos|POS=ADV|PronType=Neg, Animacy=Inan|Case=Acc|Gender=Masc|NumType=Card|Number=Sing|POS=NUM, Case=Acc|Gender=Fem|Number=Sing|POS=PROPN, Case=Dat|Gender=Fem|Number=Sing|POS=NOUN, Case=Acc|Gender=Neut|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Number=Sing|POS=PROPN, Case=Acc|Gender=Neut|Number=Sing|POS=DET|PronType=Dem, Case=Nom|Gender=Fem|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Definite=Def|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Acc|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ, Case=Nom|Gender=Masc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Dat|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Number=Plur|POS=PRON|Person=1|PronType=Prs, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, 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Case=Gen|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Masc|Number=Plur|POS=PROPN, Case=Loc|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Loc|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Ins|Gender=Neut|Number=Plur|POS=DET|PronType=Int,Rel, Case=Dat|Gender=Masc|Number=Sing|POS=DET|PronType=Int,Rel, Case=Acc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|Poss=Yes, Case=Loc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Acc|Gender=Fem|NumType=Card|Number=Sing|POS=NUM, Case=Dat|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Neut|Number=Sing|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Loc|Definite=Def|Degree=Pos|Gender=Neut|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Acc|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Case=Nom|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=1|Poss=Yes|PronType=Prs, Case=Gen|Gender=Fem|NumType=Card|Number=Sing|POS=NUM, Case=Nom|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Mood=Cnd|Number=Sing|POS=AUX|Person=2|Tense=Past|VerbForm=Fin, Case=Gen|Gender=Masc|Number=Sing|POS=DET|PronType=Ind, Case=Dat|Gender=Masc|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Gen|Definite=Def|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|Number=Plur|POS=DET|PronType=Neg, Case=Loc|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, POS=SYM, Case=Ins|Definite=Def|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Nom|Gender=Masc|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ, Case=Gen|Gender=Fem|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Dat|Gender=Fem|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Definite=Def|Degree=Sup|Gender=Fem|Number=Plur|POS=ADJ, Case=Dat|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Gen|Definite=Def|Degree=Pos|Gender=Fem|Number=Sing|POS=ADJ|Poss=Yes, Case=Gen|Gender=Fem|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Animacy=Anim|Case=Acc|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Case=Dat|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Loc|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Nom|Gender=Neut|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Gen|Gender=Neut|Number=Plur|POS=DET|PronType=Ind, Case=Nom|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Gen|Gender=Fem|Number=Sing|POS=DET|PronType=Int,Rel, Case=Ins|Definite=Def|Degree=Cmp|Gender=Fem|Number=Sing|POS=ADJ, Case=Dat|Gender=Masc|Number=Plur|POS=PROPN, Case=Acc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Loc|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Case=Gen|Gender=Neut|Number=Sing|POS=DET|PronType=Tot, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Nom|Definite=Def|Degree=Sup|Gender=Fem|Number=Sing|POS=ADJ, Case=Gen|Gender=Masc|Number=Sing|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|Poss=Yes, Case=Gen|Definite=Def|Degree=Sup|Gender=Neut|Number=Plur|POS=ADJ, Case=Gen|Gender=Neut|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ, Case=Gen|Gender=Masc|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Mood=Ind|Number=Sing|POS=AUX|Person=1|Polarity=Neg|Tense=Pres|VerbForm=Fin, Case=Ins|Gender=Fem|Number=Plur|POS=DET|PronType=Dem, Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Gender=Fem|NumType=Card|Number=Sing|POS=NUM, Case=Gen|Gender=Neut|Number=Plur|POS=DET|Poss=Yes|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Gen|NumType=Card|Number=Plur|POS=NUM, Animacy=Anim|Case=Acc|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ, Case=Dat|Definite=Def|Degree=Pos|Gender=Masc|Number=Sing|POS=ADJ|VerbForm=Part|Voice=Pass, Animacy=Inan|Case=Acc|Gender=Masc|Gender[psor]=Masc,Neut|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Masc|Gender[psor]=Masc,Neut|Number=Plur|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Definite=Def|Degree=Pos|Gender=Masc|Number=Plur|POS=ADJ|Poss=Yes, Case=Acc|Definite=Def|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Animacy=Anim|Case=Acc|Definite=Def|Degree=Sup|Gender=Masc|Number=Sing|POS=ADJ, Case=Gen|Definite=Ind|Degree=Pos|Gender=Neut|Number=Sing|POS=ADJ, Animacy=Inan|Case=Acc|Gender=Masc|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Loc|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Gen|Gender=Masc|Number=Plur|POS=DET|PronType=Ind, Animacy=Anim|Case=Acc|Gender=Masc|Number=Sing|POS=DET|PronType=Tot, Case=Nom|Gender=Masc|Number=Plur|Number[psor]=Plur|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Acc|Gender=Fem|Gender[psor]=Fem|Number=Sing|Number[psor]=Sing|POS=DET|Person=3|Poss=Yes|PronType=Prs, Case=Ins|Definite=Def|Degree=Pos|Gender=Fem|Number=Plur|POS=ADJ|VerbForm=Part|Voice=Pass, Case=Loc|POS=PRON|PronType=Prs|Reflex=Yes, Case=Loc|Definite=Def|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, Case=Nom|Definite=Def|Degree=Cmp|Gender=Neut|Number=Sing|POS=ADJ, Case=Acc|Definite=Def|Degree=Cmp|Gender=Masc|Number=Plur|POS=ADJ, Case=Dat|Definite=Def|Degree=Cmp|Gender=Masc|Number=Sing|POS=ADJ, (truncated: full list in pipeline meta)
parser ROOT, acl, advcl, advmod, advmod:emph, amod, appos, aux, aux:pass, case, cc, ccomp, compound, conj, cop, csubj, csubj:pass, dep, det, discourse, expl:pv, fixed, flat, flat:foreign, goeswith, iobj, mark, nmod, nsubj, nsubj:pass, nummod, obj, obl, orphan, parataxis, punct, xcomp
ner DERIV_PER, LOC, MISC, ORG, PER

Accuracy

Type Score
TOKEN_ACC 99.89
TOKEN_P 97.28
TOKEN_R 98.71
TOKEN_F 97.99
TAG_ACC 91.69
POS_ACC 97.33
MORPH_ACC 92.31
MORPH_MICRO_P 95.98
MORPH_MICRO_R 95.56
MORPH_MICRO_F 95.77
SENTS_P 95.12
SENTS_R 93.41
SENTS_F 94.25
DEP_UAS 86.45
DEP_LAS 80.05
LEMMA_ACC 92.81
ENTS_P 82.44
ENTS_R 81.34
ENTS_F 81.89