View source: R/logistic_regression-fit.R
logistic_regression | R Documentation |
logistic_regression
logistic_regression()
fits a model.
logistic_regression(x, ...) ## Default S3 method: logistic_regression(x, ...) ## S3 method for class 'data.frame' logistic_regression(x, y, ...) ## S3 method for class 'matrix' logistic_regression(x, y, ...) ## S3 method for class 'formula' logistic_regression(formula, data, ...) ## S3 method for class 'recipe' logistic_regression(x, data, ...)
x |
Depending on the context:
|
... |
Not currently used, but required for extensibility. |
y |
When
|
formula |
A formula specifying the outcome terms on the left-hand side, and the predictor terms on the right-hand side. |
data |
When a recipe or formula is used,
|
A logistic_regression
object.
set.seed(0) data <- simulate_dummy_logistic_data() model <- logistic_regression(y~., data, l1=0.05, l2=0.01, frob=0.01, num_comp=3) model new_data <- simulate_dummy_logistic_data() predict(model, new_data, type = "numeric") predict(model, new_data, type = "prob") predict(model, new_data, type = "class")
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