Home Up PDF Prof. Dr. Ingo Claßen
Metrics in Machine Learning - DSML

Introduction

Mean Absolute Error (MAE)

Mean Squared Error (MSE) and Root MSE (RMSE)

MAE vs. RMSE

R2

Confusion Matrix - Binary Case

Accuracy

Recall

Precision

F1

ROC / AUC

Balanced Accuracy

Confusion Matix - Multiclass Case

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