| { | |
| "lang":"en", | |
| "name":"pipeline", | |
| "version":"0.0.0", | |
| "spacy_version":">3.0.0", | |
| "description":"A custom NER model for recognizing couese entities.", | |
| "author":"Pravin Senta", | |
| "email":"", | |
| "url":"", | |
| "license":"", | |
| "spacy_git_version":"319e025", | |
| "vectors":{ | |
| "width":300, | |
| "vectors":514157, | |
| "keys":514157, | |
| "name":"en_vectors", | |
| "mode":"default" | |
| }, | |
| "labels":{ | |
| "tok2vec":[ | |
| ], | |
| "ner":[ | |
| "ACADEMIC_QUALIFICATION", | |
| "CAMPUS_LOCATION", | |
| "CAREER_OUTCOMES", | |
| "COURSE_CODE", | |
| "COURSE_DURATION", | |
| "COURSE_LEARNING_OUTCOMES", | |
| "COURSE_LEVEL", | |
| "COURSE_LINK", | |
| "COURSE_NAME", | |
| "COURSE_OVERVIEW", | |
| "COURSE_STRUCTURE", | |
| "ENGLISH_LANGUAGE_REQUIREMENT", | |
| "INSTITUTE_CODE", | |
| "INSTITUTE_NAME", | |
| "INTAKES", | |
| "NUMBER_OF_SUBJECTS", | |
| "RESULT_MIN_PERCENTAGE", | |
| "SUBJECT_CODE", | |
| "SUBJECT_NAME", | |
| "TUITION_FEE" | |
| ], | |
| "parser":[ | |
| "ROOT", | |
| "dep" | |
| ] | |
| }, | |
| "pipeline":[ | |
| "tok2vec", | |
| "ner", | |
| "parser" | |
| ], | |
| "components":[ | |
| "tok2vec", | |
| "ner", | |
| "parser" | |
| ], | |
| "disabled":[ | |
| ], | |
| "performance":{ | |
| "ents_f":0.9519450801, | |
| "ents_p":0.9497716895, | |
| "ents_r":0.9541284404, | |
| "ents_per_type":{ | |
| "COURSE_NAME":{ | |
| "p":0.962962963, | |
| "r":0.9397590361, | |
| "f":0.9512195122 | |
| }, | |
| "COURSE_LINK":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "INSTITUTE_NAME":{ | |
| "p":0.8823529412, | |
| "r":1.0, | |
| "f":0.9375 | |
| }, | |
| "ACADEMIC_QUALIFICATION":{ | |
| "p":0.96, | |
| "r":1.0, | |
| "f":0.9795918367 | |
| }, | |
| "COURSE_CODE":{ | |
| "p":1.0, | |
| "r":0.9444444444, | |
| "f":0.9714285714 | |
| }, | |
| "COURSE_DURATION":{ | |
| "p":0.9666666667, | |
| "r":0.90625, | |
| "f":0.935483871 | |
| }, | |
| "COURSE_STRUCTURE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "CAREER_OUTCOMES":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "NUMBER_OF_SUBJECTS":{ | |
| "p":0.0, | |
| "r":0.0, | |
| "f":0.0 | |
| }, | |
| "INTAKES":{ | |
| "p":0.8518518519, | |
| "r":0.8846153846, | |
| "f":0.8679245283 | |
| }, | |
| "COURSE_OVERVIEW":{ | |
| "p":0.7, | |
| "r":0.875, | |
| "f":0.7777777778 | |
| }, | |
| "CAMPUS_LOCATION":{ | |
| "p":0.9696969697, | |
| "r":0.9411764706, | |
| "f":0.9552238806 | |
| }, | |
| "COURSE_LEVEL":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "SUBJECT_CODE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "SUBJECT_NAME":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "TUITION_FEE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "COURSE_LEARNING_OUTCOMES":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "INSTITUTE_CODE":{ | |
| "p":1.0, | |
| "r":1.0, | |
| "f":1.0 | |
| }, | |
| "ENGLISH_LANGUAGE_REQUIREMENT":{ | |
| "p":0.8888888889, | |
| "r":0.96, | |
| "f":0.9230769231 | |
| }, | |
| "RESULT_MIN_PERCENTAGE":{ | |
| "p":0.9436619718, | |
| "r":0.9571428571, | |
| "f":0.9503546099 | |
| } | |
| }, | |
| "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, | |
| "tok2vec_loss":34738.0146326002, | |
| "ner_loss":9034.5114021174, | |
| "parser_loss":0.0 | |
| }, | |
| "language":"en" | |
| } |