Table of Contents - lurn-0.1.2 Documentation
Classes and Modules
- Lurn
- Lurn::Evaluation
- Lurn::Evaluation::ClassifierEvaluator
- Lurn::NaiveBayes
- Lurn::NaiveBayes::Base
- Lurn::NaiveBayes::BernoulliNaiveBayes
- Lurn::NaiveBayes::MultinomialNaiveBayes
- Lurn::Neighbors
- Lurn::Neighbors::KNNBase
- Lurn::Neighbors::KNNClassifier
- Lurn::Neighbors::KNNRegression
- Lurn::Text
- Lurn::Text::BernoulliVectorizer
- Lurn::Text::WordCountVectorizer
- Lurn::Text::WordTokenizer
Methods
- ::new — Lurn::Evaluation::ClassifierEvaluator
- ::new — Lurn::NaiveBayes::BernoulliNaiveBayes
- ::new — Lurn::NaiveBayes::MultinomialNaiveBayes
- ::new — Lurn::Neighbors::KNNBase
- ::new — Lurn::Text::BernoulliVectorizer
- ::new — Lurn::Text::WordCountVectorizer
- ::new — Lurn::Text::WordTokenizer
- #build_count_matrix — Lurn::NaiveBayes::MultinomialNaiveBayes
- #build_document_count_matrix — Lurn::NaiveBayes::BernoulliNaiveBayes
- #build_probability_matrix — Lurn::NaiveBayes::BernoulliNaiveBayes
- #build_probability_matrix — Lurn::NaiveBayes::MultinomialNaiveBayes
- #euclidian_distance — Lurn::Neighbors::KNNBase
- #false_negatives — Lurn::Evaluation::ClassifierEvaluator
- #false_positives — Lurn::Evaluation::ClassifierEvaluator
- #fit — Lurn::NaiveBayes::BernoulliNaiveBayes
- #fit — Lurn::NaiveBayes::MultinomialNaiveBayes
- #fit — Lurn::Neighbors::KNNBase
- #fit — Lurn::Text::BernoulliVectorizer
- #fit — Lurn::Text::WordCountVectorizer
- #joint_log_likelihood — Lurn::NaiveBayes::BernoulliNaiveBayes
- #joint_log_likelihood — Lurn::NaiveBayes::MultinomialNaiveBayes
- #max_class — Lurn::NaiveBayes::Base
- #max_probability — Lurn::NaiveBayes::Base
- #nearest_neighbors — Lurn::Neighbors::KNNBase
- #precision — Lurn::Evaluation::ClassifierEvaluator
- #predict — Lurn::Neighbors::KNNClassifier
- #predict — Lurn::Neighbors::KNNRegression
- #predict_log_probabilities — Lurn::NaiveBayes::Base
- #predict_probabilities — Lurn::NaiveBayes::Base
- #preprocess_classes — Lurn::Evaluation::ClassifierEvaluator
- #recall — Lurn::Evaluation::ClassifierEvaluator
- #reduce_features — Lurn::Text::BernoulliVectorizer
- #reduce_features — Lurn::Text::WordCountVectorizer
- #summary — Lurn::Evaluation::ClassifierEvaluator
- #summary_rows — Lurn::Evaluation::ClassifierEvaluator
- #to_csv — Lurn::Evaluation::ClassifierEvaluator
- #to_h — Lurn::NaiveBayes::BernoulliNaiveBayes
- #to_h — Lurn::Text::BernoulliVectorizer
- #to_h — Lurn::Text::WordCountVectorizer
- #to_h — Lurn::Text::WordTokenizer
- #tokenize — Lurn::Text::WordTokenizer
- #tokenize_documents — Lurn::Text::BernoulliVectorizer
- #tokenize_documents — Lurn::Text::WordCountVectorizer
- #transform — Lurn::Text::BernoulliVectorizer
- #transform — Lurn::Text::WordCountVectorizer
- #true_positives — Lurn::Evaluation::ClassifierEvaluator