Rapid Outlier Detection via Sampling
If you want to run the benchmark.py - script to benchmark the algorithms: rapid-outlier-detection, IsolationForest, LOF and OneClassSVM on the datasets: covtype, kdd1999, gaussian1e3, please before you run the script make sure that you unzip the datasets.zip from the folder data/.
Reference: "Rapid Outlier Detection via Sampling", Mahito Sugiyama, Karsten M. Borgwardt
[1] https://papers.nips.cc/paper/5127-rapid-distance-based-outlier-detection-via-sampling.pdf [2] https://github.com/mahito-sugiyama/sampling-outlier-detection