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?

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