Question: Suppose that we want to select between two prediction models, M 1 M 1 and M 2 M 2 . We have performed 10 rounds
Suppose that we want to select between two prediction models, M1M1 and M2M2. We have performed 10 rounds of 10 -fold cross-validation on each model, where the same data partitioning in round ii is used for both M1M1 and M2M2. The error rates obtained for M1M1 are 30.5, 32.2, 20.7, 20.6, 31.0, 41.0, 27.7, 26.0, 21.5, 26.0. The error rates for M2M2 are 22.4, 14.5, 22.4, 19.6, 20.7, 20.4, 22.1, 19.4, 16.2, 35.0. Comment on whether one model is significantly better than the other considering a significance level of 1(1%.
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