"Neural Nets and Preprocessing Data"
New Altair Community Member
Updated by Jocelyn
Hi,
i have a question (of course) ;D
Is data preprocessing for neural nets beyond normalization reasaonble?
In especially:
a) Can standardization be benefical?
b) Have strongly correlated attributes a negative effect on the net?
c) May PCA be adviseable?
d) My distribution is strongly inbalanced, having a few high values and a lot very very low values. Is that a problem?
Thank you very much.
i have a question (of course) ;D
Is data preprocessing for neural nets beyond normalization reasaonble?
In especially:
a) Can standardization be benefical?
b) Have strongly correlated attributes a negative effect on the net?
c) May PCA be adviseable?
d) My distribution is strongly inbalanced, having a few high values and a lot very very low values. Is that a problem?
Thank you very much.