What is log loss?
Updated May 17, 2026
Short answer
Log loss measures uncertainty of probabilistic predictions.
Deep explanation
It penalizes confident wrong predictions more heavily.
Real-world example
Used in Kaggle competitions for classification tasks.
Common mistakes
- Using class labels instead of probabilities.
Follow-up questions
- Why probability matters?
- What is good log loss?