An Unbiased View of Thermal performance
Adding excess parameters to the given design generally increases the R2 but may result in overfitting, i.e., treating the noise in the info as correct sign. When overfitting happens, the model will achieve an exceptionally high R2 from the info on which it had been educated, but much reduced R2 values against new observations.We don't warrant that