Python evaluate_concept_classifier примеры использования

Пример #1

def evaluate_typo_classifier():

    evaluate_concept_classifier(concept='Typo',
                                text_name='message',
                                classification_function=is_typo,
                                samples_file=join(DATA_PATH,
                                                  'commit_typos_samples.csv'))

Пример #2

Файл: security_model.py Проект: evidencebp/commit-classification

def evaluate_security_classifier():

    evaluate_concept_classifier(concept='Security',
                                text_name='message',
                                classification_function=is_security,
                                samples_file=join(
                                    DATA_PATH, 'commit_security_samples.csv'))

Пример #3

Файл: satd_model.py Проект: evidencebp/commit-classification

def evaluate_satd_classifier():

    evaluate_concept_classifier(concept='satd',
                                text_name='message',
                                classification_function=is_satd,
                                samples_file=join(DATA_PATH,
                                                  'satd_samples.csv'))

Пример #4

def evaluate_good_classifier():

    evaluate_concept_classifier(concept='good',
                                text_name='message',
                                classification_function=is_good,
                                samples_file=join(DATA_PATH,
                                                  'good_texts_tests.csv'))

Пример #5

Файл: swearing_model.py Проект: evidencebp/commit-classification

def evaluate_swearing_classifier():

    evaluate_concept_classifier(concept='Swearing',
                                text_name='body',
                                classification_function=is_swearing,
                                samples_file=join(
                                    DATA_PATH,
                                    'pull_request_swearing_hits.csv'))

Пример #6

Файл: performance_model.py Проект: giganticode/commit-classification

def evaluate_performance_classifier():

    evaluate_concept_classifier(concept='performance',
                                text_name='message',
                                classification_function=is_performance,
                                samples_file=join(
                                    DATA_PATH,
                                    'commit_performance_samples.csv'))