predict.samLL: Prediction function for S3 class '"samLL"'

In SAM: Sparse Additive Modelling

Description

Predict the labels for testing data.

Usage

## S3 method for class 'samLL'
predict(object, newdata, thol = 0.5, ...)

Arguments

object	An object with S3 class "samLL".
newdata	The testing dataset represented in a n by d matrix, where n is testing sample size and d is dimension.
thol	The decision value threshold for prediction. The default value is 0.5
...	System reserved (No specific usage)

Details

The testing dataset is rescale to the samLLe range, and expanded by the samLLe spline basis functions as the training data.

Value

probs	Estimated Posterior Probability for Prediction also represented in a n by the length of lambda matrix, where n is testing sample size.
labels	Predicted labels also represented in a n by the length of lambda matrix, where n is testing sample size.

See Also

samLL

SAM documentation built on July 1, 2021, 9:07 a.m.