Predicted Probability Distributions over Class Labels in Classification

Statistical Machine Learning, Week 6, Part b: Loss Function Derivation for Classification Problems

The core theory presented is Maximum Likelihood Estimation (MLE) formulated via Negative Log-Likelihood to derive the Cross-Entropy Loss Function for binary and multiclass classification problems wit…