predict_lasso {iilasso} | R Documentation |
Predict responses
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)