Bonferroni correction
A multiple-comparison correction method that controls the overall false positive rate by dividing the significance threshold by the number of comparisons.
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Holm correction is a multiple comparison correction method used to control the overall Type I error probability, with higher testing power than simple Bonferroni correction.
The solution to selection leakage is that the metric used for optimization and the metric used for reporting must be two distinct objects, including nested cross-validation, an independent final test set, and Bonferroni correction.
All Facts (2)
Holm correction is a multiple comparison correction method used to control the overall Type I error probability, with higher testing power than simple Bonferroni correction.
50%UnverifiedThe solution to selection leakage is that the metric used for optimization and the metric used for reporting must be two distinct objects, including nested cross-validation, an independent final test set, and Bonferroni correction.
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