outlierdetection's Introduction
Name: JJ Tan Comp 135 - Final Project: Outlier detection December 20, 2012 //////// Relevant Files //////// General Documentation: README Code: arff.py space.py kMeans.py custom.py Custom Method: custom.txt SyntheticTests.png Custom Method Test: synthetic1.arff synthetic2.arff data_gen.py Results: k-means-dataset1.dat k-means-dataset2.dat cod-dataset1.dat cod-dataset2.dat //////// Running the code //////// Using Python 2.7.3 Part 1: python kMeans.py Dataset1-outlier.arff Dataset2-outlier.arff Part 2: python custom.py Dataset1-outlier.arff Dataset2-outlier.arff (Note: The order of the arff files is important. I have altered the parameters to account for the larger set in the 2nd file.) *For explanation of the custom algorithm see custom.txt
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