Linear Separability
Domain: Math & Logic for AI
🎯 Motivation
When classes can be separated by a straight line (or flat plane). Simple models can handle this; complex data needs more.
📋 Concrete Example
Cats vs dogs on a height-weight graph might be separable by a line. Cats vs dogs photos cannot.
🔗 Analogy
Like sorting coins by drawing a line - easy if they are clearly separated, impossible if mixed.