makl_test: Test the Multiple Approximate Kernel Learning (MAKL) Model

In MAKL: Multiple Approximate Kernel Learning (MAKL)

Test the Multiple Approximate Kernel Learning (MAKL) Model

Description

Binary classification of the test data, using the MAKL model resulted from makl_train().

Usage

makl_test(X, y, makl_model)

Arguments

X	test dataset, matrix of size T x d.
y	response vector of length T, containing only -1 and 1.
makl_model	a list containing the MAKL model returning from makl_train().

Value

a list containing the predictions for test instances and the area under the ROC curve (AUROC) values with corresponding number of used kernels for prediction.

MAKL documentation built on July 6, 2022, 5:05 p.m.