Naive Bayes Classification

[vsinha <va...@gmail.com>]

Hi. I'm new to Mahout and am building a classification mechanism on 
Windows, which needs me to save the trained model into a file. The 
ModelSerializer class is only available for SGD based algorithms from the 
looks of it. Can someone please help me with saving the Complementary 
Naive Bayes model after training along with its conf and other helper 
files into a given path?

RE: Naive Bayes Classification

[Andrew Palumbo <ap...@outlook.com>]

The Naive Bayes model is serialized automatically as "naiveBayesModel.bin" in by TrainNaiveBayesJob.java [1] (the driver for $ mahout trainnb).

To give you an idea of how, the serialization code can be found in NaiveBayesModel.java line 135 [2]

[1] https://github.com/apache/mahout/blob/master/mrlegacy/src/main/java/org/apache/mahout/classifier/naivebayes/training/TrainNaiveBayesJob.java
[2] https://github.com/apache/mahout/blob/master/mrlegacy/src/main/java/org/apache/mahout/classifier/naivebayes/NaiveBayesModel.java


> To: user@mahout.apache.org
> From: vanyasinha110493@gmail.com
> Subject: Naive Bayes Classification
> Date: Tue, 11 Nov 2014 10:59:54 +0000
> 
> Hi. I'm new to Mahout and am building a classification mechanism on 
> Windows, which needs me to save the trained model into a file. The 
> ModelSerializer class is only available for SGD based algorithms from the 
> looks of it. Can someone please help me with saving the Complementary 
> Naive Bayes model after training along with its conf and other helper 
> files into a given path?
>