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Prof. Dr. Ingo Claßen
Metrics in Machine Learning - DSML
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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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