makl_test {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.