Mastering Entropy: The Key to Unlocking Optimal Machine Learning Models
Entropy, a measure of disorder and uncertainty in data, holds the key to unlocking optimal machine learning models by guiding feature selection, split criteria, and optimization, ensuring models strike the perfect balance between overfitting and underfitting for peak performance.