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picky_porpoise

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  • Member since October 27 2023
  • 27 profile views
  • Last seen Jan 18 '25 at 18:13

Some interesting questions and answers:

  • Why is accuracy not the best measure for assessing classification models?

  • Are unbalanced datasets problematic, and (how) does oversampling (purport to) help?

  • When is unbalanced data really a problem in Machine Learning?

  • What is the root cause of the class imbalance problem?

  • Is accuracy an improper scoring rule in a binary classification setting?

  • Is my model any good, based on the diagnostic metric ($R^2$ / AUC/ accuracy/ RMSE etc.) value?

  • Quality measure for predictive Highest Density Regions