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Number of folds

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Hi,

Can someone tell me why the number of folds has an effect on the Correctly Classified Instances in when using cross-validation.

For example:
5 folds has 70% Correctly Classified Instances
10 folds has 74% Correctly Classified Instances
15 folds has 72% Correctly Classified Instances

thnx!

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