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Jan 6, 2016 at 9:55 comment added Bernardo Aflalo Good point @mbq, an independent test set can help to reduce this effect. Still, I wonder if there is any formal test that would give me the following: even though my best model found is 83%, given the size of validation/ test set, the number of classes and the number of models tested, there is 95% probability of this model to have accuracy between X and Y range.
Jan 5, 2016 at 21:34 history answered user88 CC BY-SA 3.0