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Finding hidden (statistical) structure in unlabelled data, including clustering and feature extraction for dimensionality reduction.
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votes
Accepted
Anomaly detection thresholds issue
Instead of mean and standard deviation, you could estimate the median and mean absolute deviation. The median is immune to outliers, and the MAD should be at least more robust than the standard deviat …