Mastering ML Model Performance: Best Practices for Optimal Results
Iguazio
JUNE 25, 2023
In some cases, cross-validation techniques like k-fold cross-validation or stratified sampling may be used to get more reliable estimates of performance. Consider performing this tuning within a cross-validation framework to avoid overfitting to a specific test set.
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