Good results for the prediction of the validation samples (Xu, Yu) for protein. This is the XY plot where we can see in different colors the classes of the validation samples (different types of petfood). the SEP is 0.88 (without removing outliers) . Defining the data frame by classes will allow us to see the SEP for every class so we can check which class needs for more samples in the training database (Xr, Yr) or to check for other reasons.
plot(predicted.local,Yu_prot,col=val1.prot$ID1u_prot,lwd=2)
El error SEP de las muestras de validación de proteína es : 0.887
El R cuadrado para las muestras de validación de proteína es: 0.962
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