I am running a PLS analysis on an imbalanced data and seems to be getting good results with number of PLS components 'n' = 30 and 40. I have up to 335 sample sets. Are these number of PLS components i'm using acceptable? What is the minimum number of PLS components acceptable in PLSR analysis.

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