Isolation forest

Benchmark Model Rank Results
unsupervised-anomaly-detection-with-specifiedIsolation ForestAUC-ROC: 0.638
unsupervised-anomaly-detection-with-specified-1Isolation ForestAUC-ROC: 0.690
unsupervised-anomaly-detection-with-specified-10Isolation ForestAUC-ROC: 0.777
unsupervised-anomaly-detection-with-specified-11Isolation ForestAUC-ROC: 0.908
unsupervised-anomaly-detection-with-specified-12Isolation ForestAUC-ROC: 0.777
unsupervised-anomaly-detection-with-specified-14IFAUC-ROC: 0.889
unsupervised-anomaly-detection-with-specified-15Isolation ForestAUC-ROC: 0.917
unsupervised-anomaly-detection-with-specified-16Isolation ForestAUC-ROC: 0.876
unsupervised-anomaly-detection-with-specified-17Isolation ForestAUC-ROC: 0.846
unsupervised-anomaly-detection-with-specified-18Isolation ForestAUC-ROC: 0.917
unsupervised-anomaly-detection-with-specified-19IFAUC-ROC: 0.878
unsupervised-anomaly-detection-with-specified-20IFAUC-ROC: 0.797
unsupervised-anomaly-detection-with-specified-21IFAUC-ROC: 0.786
unsupervised-anomaly-detection-with-specified-22IFAUC-ROC: 0.821
unsupervised-anomaly-detection-with-specified-23IFAUC-ROC: 0.797
unsupervised-anomaly-detection-with-specified-24IFAUC-ROC: 0.706
unsupervised-anomaly-detection-with-specified-25IFAUC-ROC: 0.889
unsupervised-anomaly-detection-with-specified-26IFAUC-ROC: 0.798
unsupervised-anomaly-detection-with-specified-27IFAUC-ROC: 0.915
unsupervised-anomaly-detection-with-specified-5Isolation ForestAUC-ROC: 0.718
unsupervised-anomaly-detection-with-specified-6Isolation ForestAUC-ROC: 0.721
unsupervised-anomaly-detection-with-specified-7IFAUC-ROC: 0.661
unsupervised-anomaly-detection-with-specified-8Isolation ForestAUC-ROC: 0.890
unsupervised-anomaly-detection-with-specified-9Isolation ForestAUC-ROC: 0.894