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Can anyone suggest a better Machine Learning Algorithm?


Can you suggest a better Algorithm?
I have a dataset which has 29 inputs and 1 output. Currently the training dataset consists of 2242 rows.

I have tried a couple of algorithms and the best I got was with Gaussian process regression exponential GP2(R^2=0.50) . Can you suggest a better algorithm.
I can share you the dataset if required. I appreciate any help.



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