Monai label validation split constant or not? #1718
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vedicsharma
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Hi @vedicsharma, You can set up your validation set by redefining this method: MONAILabel/monailabel/tasks/train/basic_train.py Lines 398 to 416 in fc9b567 in the training class (i.e. segmentation, deepedit) Currently, MONAI Label uses by default 20% of the training set for "validation": If you want to avoid data leakage, redefining this method should be done. You may find this useful: #990 Hope this helps, |
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Hello,
I wanted to ask that when Monai Label is setup in the required fashion - with a directory with the scans and then a directory inside that with the labels that gets populated - and we select a validation split, does the software automatically make a constant validation set that ensures no data leakage affecting the validation accuracy? I want to make sure this is the case, as it is important for me while interpreting the training and test scores I receive. Thank you!
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