A Collection of Outlier Ensemble Algorithms


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Documentation for package ‘outlierensembles’ version 0.1.0

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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