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This function records the presence of the features in an object of class glmnet.

Usage

record_glmnet(object)

Arguments

obejct

an object of class glmnet

Value

A list with one element per response, each element being an integer vector of length equivalent to the number of features.

Details

The presence of the features in the glmnet object in input is recorded and returned in a named vector per output response.

If a feature is present in the model (i.e. the feature's coefficient is different from zero) then the feature is returned with a 1. If a feature is missing in the model (i.e. the feature's coefficient is equal to zero) then the feature is returned with a 0.

Author

Alessandro Barberis