Impurity Index

Definition

Impurity Index is any measure used in the assessment of how an attribute is distributed among a binary classification class.

Examples

There are various examples: The entropy index, the Gini impurity index etc.

Usage

• In the construction of Decision Tree models
• In Coarse Classification