Machine Learning with Panel Data

Machine Learning and Modeling
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1

Hi,

I wonder how we can make a prediction with panel data. I have countries, independent variables (X1 and X2), year and dependent variable (Y). Which alghoritms should use in panel data? For example, I can make a classification for years (years and Y) and then I give cluster name for each year and then I predict Y.

Country Year X1 X2 Y
USA 2011 123 123 1
USA 2012 123 123 0
USA 2013 123 123 1
USA 2014 123 123 1
USA 2015 123 123 1
GER 2011 123 123 0
GER 2012 123 123 0
GER 2013 123 123 0
GER 2014 123 123 0
GER 2015 123 123 1
FR 2011 123 123 1
FR 2012 123 123 1
FR 2013 123 123 0
FR 2014 123 123 1
FR 2015 123 123 1

Thank you!

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