% This is an example for the initialization of a combined kernel, which is a weighted sum of
% in this case three kernels on real valued data. The sub-kernel weights are all set to 1.
% 

% Combined
print Combined
clean_features TRAIN
clean_features TEST
set_kernel COMBINED 10

add_kernel 1 LINEAR REAL 10
add_features TRAIN ../data/fm_train_real.dat
add_features TEST ../data/fm_test_real.dat

add_kernel 1 GAUSSIAN REAL 10 1.
add_features TRAIN ../data/fm_train_real.dat
add_features TEST ../data/fm_test_real.dat

add_kernel 1 POLY REAL 10 3 0
add_features TRAIN ../data/fm_train_real.dat
add_features TEST ../data/fm_test_real.dat

km_train.txt = get_kernel_matrix TRAIN

km_test.txt = get_kernel_matrix TEST
