A Collection of Outlier Ensemble Algorithms

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Documentation for package ‘outlierensembles’ version 0.1.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

average_ensemble	Uses the mean as the ensemble score
greedy_ensemble	Computes an ensemble score using the greedy algorithm proposed by Schubert et al (2012)
icwa_ensemble	Computes an ensemble score using inverse cluster weighted averaging method by Chiang et al (2017)
irt_ensemble	Computes an ensemble score using Item Response Theory
max_ensemble	Computes an ensemble score using the maximum score of each observation
threshold_ensemble	Computes an ensemble score by aggregating values above the mean
Y	A dataset containing anomaly scores
Yfaithful	Old Faithful anomaly scores