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Binary predictive classification in R, with predictors consisting of multiple values

I am struggling currently with constructing a binary glm predictive classifier, due to an issue with dimensionality.

Binary predictive classification in R, with predictors consisting of multiple values

I am struggling currently with constructing a binary glm predictive classifier, due to an issue with dimensionality.