Namespace Lucene.Net.Classification

Uses already seen data (the indexed documents) to classify new documents. Currently only contains a (simplistic) Lucene based Naive Bayes classifier and a k-Nearest Neighbor classifier

Classes

ClassificationResult<T>

The result of a call to AssignClass(String) holding an assigned class of type and a score.

This is a Lucene.NET EXPERIMENTAL API, use at your own risk

KNearestNeighborClassifier

A k-Nearest Neighbor classifier (see

http://en.wikipedia.org/wiki/K-nearest_neighbors

) based on Lucene.Net.Queries.Mlt.MoreLikeThis

This is a Lucene.NET EXPERIMENTAL API, use at your own risk

SimpleNaiveBayesClassifier

A simplistic Lucene based NaiveBayes classifier, see

http://en.wikipedia.org/wiki/Naive_Bayes_classifier

This is a Lucene.NET EXPERIMENTAL API, use at your own risk

Interfaces

IClassifier<T>

A classifier, see

http://en.wikipedia.org/wiki/Classifier_(mathematics)

, which assign classes of type

This is a Lucene.NET EXPERIMENTAL API, use at your own risk