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Decision Tree to classify ground water samples to potable and not potable, also applied on wine dataset and horse datasets to classify them into different classes

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DecisionTree

Decision Tree to classify ground water samples to potable and not potable, also applied on wine dataset and horse datasets to classify them into different classes.

More about the application

The application takes in command line inputs for determining the dataset type for the classifier. It's programmed to be generic across different data types, similar in nature. The results of the classifier has been published at IJARCCE as part of the following paper http://www.ijarcce.com/upload/2014/january/IJARCCE2E_a_shantha_compartive.pdf.

Running the Classifier

Run the MainInput class within the inputParser package, for choosing the dataset and featureset. On successfully selecting the options, a GUI decision tree computed for the options should be displayed.

Legal Stuff

This work is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-sa/3.0/ or send a letter to Creative Commons, 444 Castro Street, Suite 900, Mountain View, California, 94041, USA.

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Decision Tree to classify ground water samples to potable and not potable, also applied on wine dataset and horse datasets to classify them into different classes

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