predict_lasso: Predict responses
In tkdmah/iilasso: Independently Interpretable Lasso

Description Usage Arguments Value Examples

Predict responses

1	predict_lasso(fit, newx, s = NULL, type = "response")

`fit`	IILasso model
`newx`	matrix of explanatory variables
`s`	selected lambda (default: all)
`type`	prediction type for logistic lasso: "response" (default) or "class"

prediction matrix (if s is NULL) or vector (if s is specified)

X <- matrix(c(1,2,3,5,4,7,6,8,9,10), nrow=5, ncol=2)
b <- matrix(c(-1,1), nrow=2, ncol=1)
e <- matrix(c(0,-0.1,0.1,-0.1,0.1), nrow=5, ncol=1)
y <- as.numeric(X %*% b + e)
fit <- lasso(X, y)
pr <- predict_lasso(fit, X)
plot_lasso(fit)