predict.scope.logistic: Computes SCOPE logistic predictions

In CatReg: Solution Paths for Linear and Logistic Regression Models with Categorical Predictors, with SCOPE Penalty

Description

Computes SCOPE logistic predictions on new data

Usage

## S3 method for class 'scope.logistic'
predict(object, newdata, probs = TRUE, include_intercept = TRUE, ...)

Arguments

object	SCOPE model as outputted by scope.logistic. Must have simply.the.best = TRUE
newdata	New covariates on which to make predictions. Must be of the same form as the model was trained on
probs	If TRUE returns probabilities, if FALSE returns binary predictions
include_intercept	If TRUE, a column of 1s will be added to the (continuous) design matrix. Must match format of training data.
...	Additional arguments to pass to other predict methods

Value

Returns n-length vector of predictions

See Also

scope.logistic

CatReg documentation built on June 14, 2021, 5:07 p.m.