i have 16 channel 2 class motor imaginary right hand ,right leg data.IS it possible to classify this through multiple linear regression model based on feature extraction?can i classify 3 class data like LF,RH,RF
multiple linear regression produces a linear model of a response as a weighted sum of predictor variables.
I believe that you are asking an equivalent question, that is, if a linear classifier can classify.
The answer would be yes, qualified to mean as well as a linear classifier can.
The linear classifier has limitations such as discussed in:
where one example is known as the xor problem.
I would think that given the data you have, you could answer your own question.