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model-evaluation-metrics

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mewto

alexandrumonahov / mewto

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mewto is an R package that allows you to experiment with different thresholds for classification of prediction results in the case of binary classification problems and visualize various model evaluation metrics, confusion matrices and the ROC curve. It also allows you to calculate the optimal threshold based on a weighted evaluation criterion.

visualization machine-learning r regression threshold weighting classification confusion-matrix roc roc-curve pr-curve youden-jstatistic model-evaluation-metrics
  • Updated Mar 18, 2021
  • R

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