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validation or test accuracy

Open DANNALI35 opened this issue 5 years ago • 1 comments

Anyone knows about the validation or test accuracy of this model?

I implement the paper using keras and use 10% images of each category as validation data, it turns out the model performs outstanding on training data while the accuracy on validation data fluctuates wildly, from 10%~ 99%, quite strange.

The paper only mentions on accuracy on all images, this can be similar to training accuracy, but the high training accuracy can be a result of overfit.

DANNALI35 avatar Mar 12 '19 10:03 DANNALI35

Hi, a bit late answer, but for whoever might read this: If you take 10% of the images you have the same patients in train and test and the performance estimation is not valid.

prodanovann avatar May 27 '22 16:05 prodanovann