predict.sublasso: Predict method for SubLasso fits.

In SubLasso: Gene selection using Lasso for Microarray data with user-defined genes fixed in model.

Description

Similar to other predict methods, this functions predicts fitted values, logits, coefficients and more from a fitted "SubLasso" object.

Usage

## S3 method for class 'sublasso'
predict(object, xpred, type, s, ...)

Arguments

object	Fitted "SubLasso" model object.
xpred	Matrix of new values for x at which predictions are to be made. Must have the same row with x
type	type=c("link","response","class"). Default is "class";Type of prediction required. Type "link" gives the linear predictors; Type "response" gives the fitted probabilities; Type "class" produces the class label corresponding to the maximum probability.
s	Value(s) of the penalty parameter lambda at which predictions are required. Default is obtained by CV method.
...	Currently not used

Value

Predy

it depends on type.

SubLasso documentation built on May 29, 2017, 8:45 p.m.