01 January 1970 0 10K Report

I fitted an OPLS-DA for discriminating betwen two classes of response. I used 7-fold cross validation. The values of the RMSEE and RMSEP were 0.3 and 0.36. But testing the model on separate set I had about 2 misclassification in each class. I have two questions:

-Are the high values of 0.3 and 0.36 indication of overfitting?

-Why would the validation on testing set contradict the values of RMSEE and RMSEP?

Thank you

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