Index

_

__init__() (text_classification.classifier.class_average.ClassAverageClassifier method) (text_classification.featurizer.tweet_featurizer.TweetFeaturizer method) (text_classification.preprocessor.csv_preprocessor.CSVPreprocessor method)

A

add_feature() (text_classification.featurizer.base.BaseFeaturizer method) (text_classification.featurizer.tweet_featurizer.TweetFeaturizer method)

B

BaseClassifier (class in text_classification.classifier.base)

BaseFeaturizer (class in text_classification.featurizer.base) BasePreprocessor (class in text_classification.preprocessor.base)

C

ClassAverageClassifier (class in text_classification.classifier.class_average)

COARSE_POS_TAGS (text_classification.featurizer.base.BaseFeaturizer attribute) CSVPreprocessor (class in text_classification.preprocessor.csv_preprocessor)

E

evaluate() (text_classification.classifier.base.BaseClassifier method) (text_classification.classifier.class_average.ClassAverageClassifier method)

extract_features() (text_classification.featurizer.base.BaseFeaturizer method) (text_classification.featurizer.tweet_featurizer.TweetFeaturizer method)

F

from_file() (text_classification.preprocessor.base.BasePreprocessor class method) (text_classification.preprocessor.csv_preprocessor.CSVPreprocessor class method)

G

get_data() (text_classification.preprocessor.base.BasePreprocessor method) (text_classification.preprocessor.csv_preprocessor.CSVPreprocessor method) get_dev_data() (text_classification.preprocessor.base.BasePreprocessor method) (text_classification.preprocessor.csv_preprocessor.CSVPreprocessor method)

get_test_data() (text_classification.preprocessor.base.BasePreprocessor method) (text_classification.preprocessor.csv_preprocessor.CSVPreprocessor method) get_train_data() (text_classification.preprocessor.base.BasePreprocessor method) (text_classification.preprocessor.csv_preprocessor.CSVPreprocessor method)

L

load() (text_classification.classifier.base.BaseClassifier class method) (text_classification.featurizer.base.BaseFeaturizer class method)

load_average_feature_vectors() (text_classification.classifier.class_average.ClassAverageClassifier class method)

M

module text_classification.classifier.base text_classification.classifier.class_average text_classification.featurizer.base text_classification.featurizer.tweet_featurizer text_classification.preprocessor.base text_classification.preprocessor.csv_preprocessor

P

predict() (text_classification.classifier.base.BaseClassifier method) (text_classification.classifier.class_average.ClassAverageClassifier method)

predict_from_dicts() (text_classification.classifier.class_average.ClassAverageClassifier method)

S

save() (text_classification.classifier.base.BaseClassifier method) (text_classification.featurizer.base.BaseFeaturizer method)

save_average_feature_vectors() (text_classification.classifier.class_average.ClassAverageClassifier method)

T

text_classification.classifier.base module text_classification.classifier.class_average module text_classification.featurizer.base module text_classification.featurizer.tweet_featurizer module

text_classification.preprocessor.base module text_classification.preprocessor.csv_preprocessor module train() (text_classification.classifier.base.BaseClassifier method) (text_classification.classifier.class_average.ClassAverageClassifier method) TweetFeaturizer (class in text_classification.featurizer.tweet_featurizer)

W

write_csv() (text_classification.preprocessor.base.BasePreprocessor method) (text_classification.preprocessor.csv_preprocessor.CSVPreprocessor method)

write_feature_vectors() (text_classification.preprocessor.csv_preprocessor.CSVPreprocessor method)