Softmax
Domain: Math & Logic for AI
🎯 Motivation
Converts a vector of scores into probabilities that sum to 1. The standard output for multi-class classification.
📋 Concrete Example
Scores [1, 2, 3] become probabilities [0.09, 0.24, 0.67] after softmax. The biggest score gets the most probability.
🔗 Analogy
Like an election that converts vote counts into percentages - all percentages add up to 100%.