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Repeatedly withholding subsets of the data during model fitting in order to quantify the model performance on the withheld data subsets.
3
votes
Comparing two models using Repeated K-fold Cross Validation
Update:
I've been doing some reading the past few days and found a few answers. According to Dietterich's paper "Approximate Statistical Tests for Comparing Supervised Classification Learning Algorith …
5
votes
1
answer
2k
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Comparing two models using Repeated K-fold Cross Validation
I am creating two separate classification models. In order to estimate the performance, I have been using 10-fold cross validation repeated 5 times for each model, resulting in 50 different performanc …