Data preprocessing: normalization

[Deathn0t]

Hello,

I was looking at this baseline: https://github.com/ECP-CANDLE/Benchmarks/blob/release_01/Pilot1/Combo/combo_baseline_keras2.py

I was asking myself if the data are already preprocessed/normalized because I don't see any preprocessing function.

[hyoo]

Check ComboDataLoader and generator classes.

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Sent from my iPhone On Nov 15, 2018, at 3:27 PM, Romain Egele <[email protected]<mailto:[email protected]>> wrote: Hello, I was looking at this baseline: https://github.com/ECP-CANDLE/Benchmarks/blob/release_01/Pilot1/Combo/combo_baseline_keras2.py I was asking myself if the data are already preprocessed/normalized because I don't see any preprocessing function. — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub<#36>, or mute the thread<https://github.com/notifications/unsubscribe-auth/ABLd8xMHNx81XMSpf3mY_x0ASZJjNUEyks5uvdwbgaJpZM4Yi9f->.

[Deathn0t]

Oh yes I see, you are using the scaling argument.

so the mse compute on the validation set is using preprocessed data (evaluate_score), isn't it better to reverse the preprocessing before computing the mse between y_orig, y_pred ?