% MKL_Multiclass
print MKL_Multiclass


set_labels TRAIN ../data/label_train_multiclass.dat


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 1.2
add_features TRAIN ../data/fm_train_real.dat
add_features TEST ../data/fm_test_real.dat

add_kernel 1 POLY REAL 10 2 0
add_features TRAIN ../data/fm_train_real.dat
add_features TEST ../data/fm_test_real.dat

new_classifier MKL_MULTICLASS
mkl_parameters 0.001 1 1.5
svm_epsilon 1e-5
c 1.2
train_classifier


out.txt = classify
! rm out.txt
