detectXOR: XOR pattern detection and visualization in R
Provides tools for detecting XOR-like patterns in variable pairs. Includes visualizations for pattern exploration.
Overview
Traditional feature selection methods often miss complex non-linear relationships where variables interact to produce class differences. The detectXOR package specifically targets XOR patterns - relationships where class discrimination only emerges through variable interactions, not individual variables alone.