mweka: Running Machine Learning Tool Weka from MATLAB

Runs Machine Learning Tool Weka from MATLAB
8.6K Downloads
Updated 12 Sep 2012

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This GUI runs the weka classifiers and displays the results in MATLAB.

MAIN FEATURES

1. Command line options for running weka
2. Demonstrate how to change classifier option using java class (similiar to GenericObjectEditor in weka)
3. Read and Write ARFF file to/from MATLAB
4. Able to select attributes from GUI to test with different input combinations
4. Show results graphically immediately
5. Easy to compare the results graphically for different runs
6. Bottom figures of the visualization panels show the dynamic zoom of the upper part

This tool demonstrates the following gui tricks among the others

1. How to write memo
2. How to use list box for displaying the results of different runs
3. How to code mouse movement

You can find many more other tricks in this program.

LIMITATIONS

1. Works only with numerical prediction
2. Test options - training and test set (i.e. no cross-validation option etc)
3. Designed to work with weka-3-2, however it is easy to update for the new versions

Cite As

Durga Lal Shrestha (2024). mweka: Running Machine Learning Tool Weka from MATLAB (https://www.mathworks.com/matlabcentral/fileexchange/24839-mweka-running-machine-learning-tool-weka-from-matlab), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2012b
Compatible with any release
Platform Compatibility
Windows macOS Linux
Categories
Find more on Statistics and Machine Learning Toolbox in Help Center and MATLAB Answers
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Version Published Release Notes
1.2.0.0

Updated to include an App file for R2012b

1.1.0.0

Update of title and summary

1.0.0.0