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.

Note

This API is experimental and might change in incompatible ways in the next release.

KNearestNeighborClassifier

A k-Nearest Neighbor classifier (see http://en.wikipedia.org/wiki/K-nearest_neighbors) based on Lucene.Net.Queries.Mlt.MoreLikeThis

Note

This API is experimental and might change in incompatible ways in the next release.

SimpleNaiveBayesClassifier

A simplistic Lucene based NaiveBayes classifier, see http://en.wikipedia.org/wiki/Naive_Bayes_classifier

Note

This API is experimental and might change in incompatible ways in the next release.

Interfaces

IClassifier<T>

A classifier, see http://en.wikipedia.org/wiki/Classifier_(mathematics), which assign classes of type .

Note

This API is experimental and might change in incompatible ways in the next release.