josephmars/en_pipeline

Feature	Description
Name	en_pipeline
Version	0.0.0
spaCy	>=3.2.3,<3.3.0
Default Pipeline	tok2vec, tagger, morphologizer, parser, ner, textcat
Components	tok2vec, tagger, morphologizer, parser, ner, textcat
Vectors	684830 keys, 684830 unique vectors (300 dimensions)
Sources	n/a
License	n/a
Author	n/a

Label Scheme

View label scheme (197 labels for 5 components)

Component	Labels
tagger	$, '', ,, -LRB-, -RRB-, ., :, CC, CD, DT, EX, FW, HYPH, IN, JJ, JJR, JJS, MD, NFP, NN, NNP, NNPS, NNS, PDT, POS, PRP, PRP$, RB, RBR, RBS, RP, TO, UH, VB, VBD, VBG, VBN, VBP, VBZ, WDT, WP, WP$, WRB, XX, _SP, ````
morphologizer	Definite=Def|POS=DET|PronType=Art, Number=Sing|POS=NOUN, POS=ADP, Degree=Pos|POS=ADJ, Number=Plur|POS=NOUN, Number=Sing|POS=PROPN, POS=PUNCT|PunctSide=Ini|PunctType=Quot, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Pres|VerbForm=Fin, POS=AUX|Tense=Past|VerbForm=Part, Aspect=Prog|POS=VERB|Tense=Pres|VerbForm=Part, POS=ADV, POS=VERB|Tense=Past|VerbForm=Fin, Mood=Ind|Number=Sing|POS=AUX|Person=3|Tense=Past|VerbForm=Fin, Aspect=Perf|POS=VERB|Tense=Past|VerbForm=Part, POS=PART, POS=PUNCT|PunctType=Comm, POS=PRON, POS=SCONJ, POS=VERB|VerbForm=Inf, POS=PUNCT|PunctType=Peri, Case=Nom|Number=Plur|POS=PRON|Person=3|PronType=Prs, Mood=Ind|POS=AUX|Tense=Pres|VerbForm=Fin, Degree=Cmp|POS=ADJ, ConjType=Cmp|POS=CCONJ, Number=Sing|POS=PRON|PronType=Dem, Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Number=Plur|POS=PRON|Person=1|Poss=Yes|PronType=Prs, POS=SPACE, Definite=Ind|POS=DET|PronType=Art, Number=Plur|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Mood=Ind|POS=AUX|Tense=Past|VerbForm=Fin, POS=PRON|PronType=Rel, Degree=Sup|POS=ADJ, POS=VERB|Tense=Pres|VerbForm=Fin, POS=AUX|VerbForm=Fin, POS=AUX|VerbForm=Inf, Case=Nom|Number=Plur|POS=PRON|Person=1|PronType=Prs, NumType=Card|POS=NUM, Number=Plur|POS=PROPN, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Pres|VerbForm=Fin, Degree=Sup|POS=ADV, POS=PUNCT|PunctSide=Fin|PunctType=Quot, POS=DET, Number=Plur|POS=DET|PronType=Dem, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs, POS=PUNCT|PunctType=Dash, Degree=Cmp|POS=ADV, Case=Nom|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Number=Sing|POS=DET|PronType=Dem, POS=AUX|VerbForm=Ger, POS=AUX, Case=Nom|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Mood=Ind|POS=VERB|Tense=Pres|VerbForm=Fin, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs, Case=Acc|Number=Plur|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Foreign=Yes|POS=X, POS=ADV|PronType=Dem, POS=PART|Polarity=Neg, Number=Plur|POS=PRON|PronType=Dem, POS=AUX|Tense=Past|VerbForm=Fin, POS=PUNCT|PunctSide=Ini|PunctType=Brck, POS=PUNCT|PunctSide=Fin|PunctType=Brck, Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Neut|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Degree=Pos|POS=ADV, Mood=Ind|POS=VERB|Tense=Past|VerbForm=Fin, Gender=Masc|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Case=Nom|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=SYM, Number=Sing|POS=PRON|Person=1|Poss=Yes|PronType=Prs, Case=Nom|POS=PRON|Person=2|PronType=Prs, Case=Nom|Number=Sing|POS=PRON|Person=1|PronType=Prs, POS=PUNCT, Mood=Ind|Number=Sing|POS=VERB|Person=3|Tense=Past|VerbForm=Fin, Case=Acc|Number=Sing|POS=PRON|Person=1|PronType=Prs, Case=Acc|Gender=Fem|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=AUX|VerbType=Mod, POS=DET|Poss=Yes, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs, Gender=Fem|Number=Sing|POS=PRON|Person=3|Poss=Yes|PronType=Prs, Number=Sing|POS=PRON|PronType=Ind, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, Case=Acc|Gender=Neut|Number=Sing|POS=PRON|Person=3|PronType=Prs, POS=INTJ, Case=Acc|Gender=Masc|Number=Sing|POS=PRON|Person=3|PronType=Prs|Reflex=Yes, NumType=Mult|POS=ADV, POS=PRON|Person=2|Poss=Yes|PronType=Prs, Number=Sing|POS=AUX, Mood=Ind|Number=Sing|POS=AUX|Person=1|Tense=Pres|VerbForm=Fin, Case=Acc|Number=Plur|POS=PRON|Person=1|PronType=Prs|Reflex=Yes, Definite=Ind|POS=PRON|PronType=Art, Aspect=Prog|POS=AUX|Tense=Pres|VerbForm=Part, POS=X, Case=Acc|POS=PRON|Person=2|PronType=Prs
parser	ROOT, acl, acomp, advcl, advmod, agent, amod, appos, attr, aux, auxpass, case, cc, ccomp, compound, conj, dep, det, dobj, expl, mark, neg, nmod, npadvmod, nsubj, nsubjpass, nummod, pcomp, pobj, poss, prep, prt, punct, quantmod, relcl, xcomp
ner	CARDINAL, DATE, FAC, GPE, LANGUAGE, LOC, MONEY, NORP, ORDINAL, ORG, PERCENT, PERSON, PRODUCT, QUANTITY, TIME, WORK_OF_ART
textcat	Blaming_Geopolitics, Blaming_Government, Blaming_Migrants, No_Frustration, Uses_Infrastructure

Accuracy

Type	Score
TAG_ACC	99.94
POS_ACC	99.94
MORPH_ACC	99.93
DEP_UAS	99.80
DEP_LAS	98.90
SENTS_P	100.00
SENTS_R	100.00
SENTS_F	100.00
ENTS_F	99.71
ENTS_P	99.71
ENTS_R	99.71
CATS_SCORE	99.43
CATS_MICRO_P	99.43
CATS_MICRO_R	99.43
CATS_MICRO_F	99.43
CATS_MACRO_P	99.43
CATS_MACRO_R	99.43
CATS_MACRO_F	99.43
CATS_MACRO_AUC	100.00
CATS_MACRO_AUC_PER_TYPE	0.00
TOK2VEC_LOSS	441813.62
TAGGER_LOSS	3246.21
MORPHOLOGIZER_LOSS	3554.80
PARSER_LOSS	333496.66
NER_LOSS	6933.11
TEXTCAT_LOSS	1.50