Model predictivity assessment: incremental test-set selection and accuracy evaluation

Elias Fekhari, Bertrand Iooss, Joseph Muré +2

Unbiased assessment of the predictivity of models learnt by supervised machine-learning methods requires knowledge of the learned function over a reserved test set (not used by the…