Outlier Detection Toolbox for MATLAB
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activeOutlier
common
datasets
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demo
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featureBagging
lof
parzenWindow
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README

README

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Outlier Detection Toolbox in MATLAB
Goker Erdogan,
Bogazici University
gokererdogan@gmail.com

This toolbox contains implementations of outlier detection methods;
- Active Outlier
- Local Outlier Factor
- Feature Bagging
- Parzen Windows

It also contains implementations of the following spectral methods;
- Laplacian Eigenmaps
- Multidimensional scaling
- Kernel Principal Components Analysis


Dependencies: MATLAB Statistics toolbox (used for decision tree)

Contains croc and auroc functions implemented by Dr Gavin C. Cawley taken from http://theoval.cmp.uea.ac.uk/matlab/#roc
Run demo/demo or demo/od for demonstration

See demo/od_script.m for a sample script