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SAM (version 1.1.3)

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

Description

Predict the labels for testing data.

Usage

# S3 method for 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)

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.

Details

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

See Also

samLL