Performance metrics and validation techniques

The metrics used to assess the quality of a model.
Code & notebooks
Code in this section can also be seen in the repo notebooks here.
Contents
Training, validation and test sets
/machine-learning-model-assessment/performance-metrics-and-validation-techniques/training-validation-and-test-sets
Classification metrics
/machine-learning-model-assessment/performance-metrics-and-validation-techniques/classification-metrics
Regression metrics
/machine-learning-model-assessment/performance-metrics-and-validation-techniques/regression-metrics
Cross-validation
/machine-learning-model-assessment/performance-metrics-and-validation-techniques/cross-validation
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Overfitting and underfitting

Training, validation and test sets

Last updated 1 year ago