Upload model trained with the spacy library to recognize addresses; base model is bert based
30a7165
{ | |
"lang":"en", | |
"name":"pipeline", | |
"version":"0.0.0", | |
"spacy_version":">=3.4.1,<3.5.0", | |
"description":"", | |
"author":"", | |
"email":"", | |
"url":"", | |
"license":"", | |
"spacy_git_version":"Unknown", | |
"vectors":{ | |
"width":0, | |
"vectors":0, | |
"keys":0, | |
"name":null, | |
"mode":"default" | |
}, | |
"labels":{ | |
"transformer":[ | |
], | |
"tagger":[ | |
"$", | |
"''", | |
",", | |
"-LRB-", | |
"-RRB-", | |
".", | |
":", | |
"ADD", | |
"AFX", | |
"CC", | |
"CD", | |
"DT", | |
"EX", | |
"FW", | |
"HYPH", | |
"IN", | |
"JJ", | |
"JJR", | |
"JJS", | |
"LS", | |
"MD", | |
"NFP", | |
"NN", | |
"NNP", | |
"NNPS", | |
"NNS", | |
"PDT", | |
"POS", | |
"PRP", | |
"PRP$", | |
"RB", | |
"RBR", | |
"RBS", | |
"RP", | |
"SYM", | |
"TO", | |
"UH", | |
"VB", | |
"VBD", | |
"VBG", | |
"VBN", | |
"VBP", | |
"VBZ", | |
"WDT", | |
"WP", | |
"WP$", | |
"WRB", | |
"XX", | |
"``" | |
], | |
"parser":[ | |
"ROOT", | |
"acl", | |
"acomp", | |
"advcl", | |
"advmod", | |
"agent", | |
"amod", | |
"appos", | |
"attr", | |
"aux", | |
"auxpass", | |
"case", | |
"cc", | |
"ccomp", | |
"compound", | |
"conj", | |
"csubj", | |
"csubjpass", | |
"dative", | |
"dep", | |
"det", | |
"dobj", | |
"expl", | |
"intj", | |
"mark", | |
"meta", | |
"neg", | |
"nmod", | |
"npadvmod", | |
"nsubj", | |
"nsubjpass", | |
"nummod", | |
"oprd", | |
"parataxis", | |
"pcomp", | |
"pobj", | |
"poss", | |
"preconj", | |
"predet", | |
"prep", | |
"prt", | |
"punct", | |
"quantmod", | |
"relcl", | |
"xcomp" | |
], | |
"ner":[ | |
"CARDINAL", | |
"CITY", | |
"DATE", | |
"EVENT", | |
"FAC", | |
"GPE", | |
"HOUSE_NR", | |
"LANGUAGE", | |
"LAW", | |
"LOC", | |
"MONEY", | |
"NORP", | |
"ORDINAL", | |
"ORG", | |
"PERCENT", | |
"PERSON", | |
"POST_CODE", | |
"PRODUCT", | |
"QUANTITY", | |
"STREET", | |
"TIME", | |
"WORK_OF_ART" | |
] | |
}, | |
"pipeline":[ | |
"transformer", | |
"tagger", | |
"parser", | |
"ner" | |
], | |
"components":[ | |
"transformer", | |
"tagger", | |
"parser", | |
"ner" | |
], | |
"disabled":[ | |
], | |
"performance":{ | |
"tag_acc":0.0, | |
"dep_uas":0.0, | |
"dep_las":0.0, | |
"dep_las_per_type":0.0, | |
"sents_p":0.0, | |
"sents_r":0.0, | |
"sents_f":0.0, | |
"ents_f":0.977443609, | |
"ents_p":0.9701492537, | |
"ents_r":0.9848484848, | |
"ents_per_type":{ | |
"STREET":{ | |
"p":0.9325842697, | |
"r":0.9651162791, | |
"f":0.9485714286 | |
}, | |
"HOUSE_NR":{ | |
"p":0.9873417722, | |
"r":1.0, | |
"f":0.9936305732 | |
}, | |
"POST_CODE":{ | |
"p":1.0, | |
"r":1.0, | |
"f":1.0 | |
}, | |
"CITY":{ | |
"p":0.9642857143, | |
"r":0.9759036145, | |
"f":0.9700598802 | |
} | |
}, | |
"transformer_loss":85.5390915703, | |
"tagger_loss":0.0, | |
"parser_loss":0.0, | |
"ner_loss":927.719011857 | |
} | |
} |