check.outlierness.bounds {outliertree}

Check values that could potentially flag an observation as outlier

Description

Returns, for each numeric/date/timestamp column, a range of values *outside* of which observations could potentially be flagged as being an outlier in some cluster, and for categorical/ordinal/boolean columns, the factor levels that can be flagged as being an outlier in some cluster. If the lower bound is higher than the upper bound, it means any value can potentially be flagged as outlier.

Usage

check.outlierness.bounds(outlier_tree_model)

Arguments

outlier_tree_model

An Outlier Tree model object as generated by 'outlier.tree'.

Value

A list with column as the names and the bounds or categories as values.