R: A Collection of Outlier Ensemble Algorithms

# A Collection of Outlier Ensemble Algorithms

## Documentation for package ‘outlierensembles’ version 0.1.3

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## 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