Hi -- this little write-up attached may help describe how linear regression
can be performed on nonlinear data. Of course we need to be careful of
overfitting or extrapolating models using higher-order terms like this, but
for well-contained data sets, it can work satisfactorily.
For reference, here is the synthetic data:
Sent from: https://weka.8497.n7.nabble.com/