classifiers package

Functions

make_classifier(config)

Classifier factory

Classes

BERTSentiment(config)

BERT Sentiment Detect sentiments out of the text fragments using transformer bases pre-trained models, We provide the following pre-trained models:

Classifier(config)

Classifier steps attempt to guess a specified label_field given an input_field or input_fields.

CosineSimilarityClassifier(config)

Classifier which uses the cosine similarity to classify.

FastTextClassifier(config)

FastText classifier (see: https://fasttext.cc/).

KFoldValidation(config)

K-Fold Validation

SklearnClassifier(config)

Generic scikit-learn Classifier.

SmartfilterClassifier(config)

Classifier for creating predictions from a smartfilter.

VaderSentiment(config)

Vader Sentiment Applies rule based sentiment analysis (positive, neutral, negative) on each document.