

**Outlier Detection Score Thresholding Methods**:

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