Entropy, KL Divergence and Cross Entropy
Cross entropy is a loss function used in classification problems. This post will introduce the definition and the intuition behind cross entropy.
Machine Learning Intro
Posts in the Machine Learning Intro series.
How to Evaluate the Performance of ML Models
Maching learning basically have 2 tasks: regression and classification. This post will introduce how to evaluate the performance of ML models in these 2 tasks.