check.outlierness.bounds: Check values that could potentially flag an observation as...
In outliertree: Explainable Outlier Detection Through Decision Tree Conditioning
check.outlierness.bounds R Documentation
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.
outliertree documentation built on Nov. 22, 2023, 1:08 a.m.
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| check.outlierness.bounds | R Documentation |
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.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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