Browse > Methodology > Outlier Detection > outlier ensembles

outlier ensembles

3 papers with code · Methodology
Subtask of Outlier Detection

State-of-the-art leaderboards

No evaluation results yet. Help compare methods by submit evaluation metrics.

Greatest papers with code

PyOD: A Python Toolbox for Scalable Outlier Detection

6 Jan 2019yzhao062/pyod

PyOD is an open-source Python toolbox for performing scalable outlier detection on multivariate data.

ANOMALY DETECTION OUTLIER ENSEMBLES

LSCP: Locally Selective Combination in Parallel Outlier Ensembles

4 Dec 2018yzhao062/LSCP

The top-performing base detectors in this local region are selected and combined as the model's final output.

ANOMALY DETECTION OUTLIER ENSEMBLES

Graph-based Selective Outlier Ensembles

17 Apr 2018HamedSarvari/Graph-Based-Selective-Outlier-Ensembles

A problem with this approach is that poor components are likely to negatively affect the quality of the consensus result.

OUTLIER ENSEMBLES