Outlier Detection Score Thresholding Methods:
| Type | Abbr | Algorithm | Documentation |
|---|---|---|---|
| Kernel-Based | AUCP | Area Under Curve Percentage | AUCP |
| Statistical Moment-Based | BOOT | Bootstrapping | BOOT |
| Normality-Based | CHAU | Chauvenet's Criterion | CHAU |
| Linear Model | CLF | Trained Linear Classifier | CLF |
| cluster-Based | CLUST | Clustering Based | CLUST |
| Kernel-Based | CPD | Change Point Detection | CPD |
| Transformation-Based | DECOMP | Decomposition | DECOMP |
| Normality-Based | DSN | Distance Shift from Normal | DSN |
| Curve-Based | EB | Elliptical Boundary | EB |
| Kernel-Based | FGD | Fixed Gradient Descent | FGD |
| Filter-Based | FILTER | Filtering Based | FILTER |
| Curve-Based | FWFM | Full Width at Full Minimum | FWFM |
| Statistical Test-Based | GESD | Generalized Extreme Studentized Deviate | GESD |
| Filter-Based | HIST | Histogram Based | HIST |
| Quantile-Based | IQR | Inter-Quartile Region | IQR |
| Statistical Moment-Based | KARCH | Karcher mean (Riemannian Center of Mass) | KARCH |
| Statistical Moment-Based | MAD | Median Absolute Deviation | MAD |
| Statistical Test-Based | MCST | Monte Carlo Shapiro Tests | MCST |
| Ensembles-Based | META | Meta-model Trained Classifier | META |
| Transformation-Based | MOLL | Friedrichs' Mollifier | MOLL |
| Statistical Test-Based | MTT | Modified Thompson Tau Test | MTT |
| Linear Model | OCSVM | One-Class Support Vector Machine | OCSVM |
| Quantile-Based | QMCD | Quasi-Monte Carlo Discrepancy | QMCD |
| Linear Model | REGR | Regression Based | REGR |
| Neural Networks | VAE | Variational Autoencoder | VAE |
| Curve-Based | WIND | Topological Winding Number | WIND |
| Transformation-Based | YJ | Yeo-Johnson Transformation | YJ |
| Normality-Based | ZSCORE | Z-score | ZSCORE |