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Concerning the Machine Learning workflow what model choice would you pick if you have Few features and a Medium amount of data? SVC with RBF

Concerning the Machine Learning workflow what model choice would you pick if you have "Few" features and a "Medium" amount of data?

SVC with RBF

LinearSVC, or Kernal

Approximation

Simple, Logistic or LinearSVC

Add features, or Logistic

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