W Brett KennedyinTowards Data ScienceDoping: A Technique to Test Outlier DetectorsUsing well-crafted synthetic data to compare and evaluate outlier detectorsJul 9Jul 9
W Brett KennedyinTowards Data ScienceCounts Outlier Detector: Interpretable Outlier DetectionAn interpretable outlier detector based on multi-dimensional histograms.Jun 191Jun 191
W Brett KennedyinTowards Data SciencePRISM-Rules in PythonA simple python rules-induction systemJun 2Jun 2
W Brett KennedyinTowards Data ScienceInterpretable Outlier Detection: Frequent Patterns Outlier Factor (FPOF)An outlier detector method that supports categorical data and provides explanations for the outliers flaggedMay 251May 251
W Brett KennedyinTowards Data ScienceAdditive Decision TreesAn interpretable classification and regression modelMay 241May 241