An implementation of a density based outlier detection method - the Local Outlier Factor Technique, to find frauds in credit card transactions. For detecting both local and global outliers.
performance-metrics density accuracy outlier-detection distancematrix local-outlier-factor mahalanobis-distance k-nearest-neighbors precision-recall-curve local-reachability-density
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Updated
Aug 8, 2020 - Python