I am pretty new to machine learning. With respect to the problem I modeled my classifier on the basis of 2 hour interval data set. But I am not able to minimize my rmse anymore. What should I do next to improve on this. Is it something related to the classifier or something related to the existence of 2 data sets.
I am using regression forests right now.
Any kind of help would be appreciated.