predict.hmlasso: Predict responses

In hmlasso: Lasso with High Missing Rate

Description

Predict responses

Usage

## S3 method for class 'hmlasso'
predict(object, newx, s = NULL,
  impute_method = "mean", adjust_by_tr = FALSE, ...)

Arguments

object	hmlasso model
newx	matrix of explanatory variables
s	selected lambda (default: all)
impute_method	imputation method for predictions (default: "mean")
adjust_by_tr	whether mean (or median) of training data for prediction is used or not
...	parameters of predict function

Examples

X_incompl <- as.matrix(iris[, 1:3])
X_incompl[1:5,1] <- NA
X_incompl[6:10,2] <- NA
y <- iris[, 4]
cv_fit <- cv.hmlasso(X_incompl, y, nlambda=50, lambda.min.ratio=1e-2)
predict(cv_fit$fit, X_incompl)

hmlasso documentation built on Aug. 3, 2019, 9:03 a.m.