mlpack
a scalable c++ machine learning library
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mlpack: src/mlpack/methods/naive_bayes/naive_bayes_classifier.hpp File Reference

naive_bayes_classifier.hpp File Reference

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Classes

class  mlpack::naive_bayes::NaiveBayesClassifier< MatType >
 The simple Naive Bayes classifier. More...

Namespaces

namespace  mlpack
 

Linear algebra utility functions, generally performed on matrices or vectors.


namespace  mlpack::naive_bayes
 

The Naive Bayes Classifier.



Detailed Description

Author:
Parikshit Ram (pram@cc.gatech.edu)

A Naive Bayes Classifier which parametrically estimates the distribution of the features. It is assumed that the features have been sampled from a Gaussian PDF.

This file is part of mlpack 1.0.8.

mlpack is free software: you can redistribute it and/or modify it under the terms of the GNU Lesser General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.

mlpack is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details (LICENSE.txt).

You should have received a copy of the GNU General Public License along with mlpack. If not, see <http://www.gnu.org/licenses/>.

Definition in file naive_bayes_classifier.hpp.