cross-validation question

[micrazy]

Why when using k-fold cross-validation with cleanlab, the results of each fold are spliced ​​and then analyzed instead of each fold analyzed separately?

[jwmueller]

You should not analyze the results of each fold separately with cleanlab. Instead you should concatenate the Out-of-Sample predictions from each fold into one big array whose size = size of your entire dataset, and then pass this entire array into cleanlab methods.

See the conceptual tutorial here: https://docs.cleanlab.ai/stable/tutorials/pred_probs_cross_val.html

[jwmueller]

closing due to lack of activity, feel free to reopen this issue if you still have questions!