R: Prediction function for S3 class '"samLL"'

predict.samLL {SAM}

R Documentation

Prediction function for S3 class `"samLL"`

Predict the labels for testing data.

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

`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)

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

`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.