predict.widenet: Predict Method for '"widenet"' Objects
In widenet: Penalized Regression with Polynomial Basis Expansions

Description Usage Arguments Value Author(s) See Also

View source: R/predict.widenet.R

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

## S3 method for class 'widenet'
predict(object,
        newx,
        order = object$which.order.min,
        alpha.val = object$which.alpha.min,
        type = c("link", "response", "coefficients", "nonzero", "class"),
	...)

`object`	The `"widenet"` object from which to get predictions.
`newx`	Matrix of new values for `x` at which predictions are to be made. Must be a matrix; sparse matrices are not yet supported. This argument is not used for `type=c("coefficients","nonzero")`
`order`	Specifies the order for which predictions are required. Must be equal to one of the elements of the `order` argument for the `object`. The default is to use that order which "won" the cross-validation.
`alpha.val`	Value of `alpha` at which predictions are required. Default is to use that value which "won" the cross-validation.
`type`	See `link[glmnet]{predict.glmnet}`.
`...`	Further arguments passed to `predict.cv.relaxnet`, which should be passed through to `predict.glmnet`. However, in the current version, these are not guaranteed to work correctly (for example, `offset` has not yet been implemented for widenet).

The object returned depends on type.

Stephan Ritter, with design contributions from Alan Hubbard.

Much of the code (and some help file content) is adapted from the glmnet package, whose authors are Jerome Friedman, Trevor Hastie and Rob Tibshirani.

widenet, predict.cv.relaxnet, predict.glmnet

widenet documentation built on May 20, 2017, 2:57 a.m.

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Penalized Regression with Polynomial Basis Expansions

predict.widenet: Predict Method for '"widenet"' Objects
In widenet: Penalized Regression with Polynomial Basis Expansions

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widenet Penalized Regression with Polynomial Basis Expansions

predict.widenet: Predict Method for '"widenet"' Objects In widenet: Penalized Regression with Polynomial Basis Expansions

Description

Usage

Arguments

Value

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What can we improve?

widenet
Penalized Regression with Polynomial Basis Expansions

predict.widenet: Predict Method for '"widenet"' Objects
In widenet: Penalized Regression with Polynomial Basis Expansions