generate_outlier: Generate a deterministic extreme outlier based on dataset...

In classbound: Visualization for Classification Decision Boundaries

Generate a deterministic extreme outlier based on dataset bounds

Description

Generate a deterministic extreme outlier based on dataset bounds

Usage

generate_outlier(data, class_label, magnitude, target_col = "Sim", index = 1)

Arguments

data	A data frame containing the features and target column.
class_label	The class label to assign to the outlier.
magnitude	A numeric value indicating how far outside the bounding box to place the outlier.
target_col	The name of the target column in the data.
index	An integer index used to cycle through bounding box corners.

Value

A one-row data frame with the generated outlier.

classbound documentation built on Sept. 30, 2026, 5:13 p.m.