Use binomial for classification with logistic regression, others are for regression problems.
Must be one of: "gaussian", "binomial", "fractionalbinomial", "quasibinomial", "ordinal", "multinomial", "poisson", "gamma", "tweedie", "negativebinomial".
Defaults to gaussian.