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

In SAM: Sparse Additive Modelling

Prediction function for S3 class "samLL"

Description

Predict class probabilities and labels for test data.

Usage

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

Arguments

object	An object with S3 class "samLL".
newdata	Numeric test matrix with n rows and d columns.
thol	Decision-value threshold used to convert probabilities to labels. The default value is 0.5.
...	Additional arguments passed to methods; currently unused.

Details

The test matrix is rescaled using the training X.min/X.ran, truncated to [0, 1], and expanded with the same spline basis used during training.

Value

probs	Estimated posterior probabilities as an n by length(lambda) matrix.
labels	Predicted class labels (0/1) as an n by length(lambda) matrix.

See Also

samLL

SAM documentation built on Feb. 19, 2026, 5:06 p.m.