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Introduction to Classification

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Files and code from Computational Statistics: Getting Started with Classification using MATLABĀ®

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Description

This code is provides a simple introduction to some of the Classification capabilities in Statistics Toolbox. Key techniques used include

Using normplot to see whether features are normally distributed.
Using coercoff to look for correlation between features.
Using cvpartion to separate data into a test set and training set.
Training Naive Bayes classifiers and ensembles of decision trees.
Using sequentialfs to simplify a model

Acknowledgements

This file inspired Naive Bayes Classifier.

Required Products Statistics Toolbox
MATLAB release MATLAB 7.8 (R2009a)
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Comments and Ratings (6)
24 Apr 2012 Swati

execellent sir

02 Mar 2012 SUMANTH  
02 Mar 2012 Sandy  
15 Sep 2011 Mr Smart  
10 Mar 2011 Gaspar

Excellent presentation and demo on using datasets to do classification.

02 Jan 2011 Ali Ali

Thanks a lot. Fanstastic demo and code.

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