notes2

set_features TRAIN fm_train_sparsereal.dat
set_labels TRAIN label_train_twoclass.dat
new_classifier LIBLINEAR_L1RLR
svm_epsilon 1e-5
svm_use_bias 0
c 0.42
train_classifier
set_features TEST fm_test_sparsereal.dat
out.txt = classifytrain 




set_features TRAIN australian_scale.dat
set_labels TRAIN australian_scale.label
new_classifier LIBLINEAR_L1RL2
svm_epsilon 0.01
svm_use_bias 0
c 1
train_classifier
set_features TEST australian_scale.t.dat
out.txt = classify


Not a two class labeling label[1]=2.000000 (only +1/-1 allowed)

Check LIBSVM for Multicalss implementation since it has not implemented yet in shogun




set_features TRAIN test.dat
set_labels TRAIN test.label
new_classifier LIBLINEAR_L1RL2
train_classifier
set_features TEST australian_scale.t.dat
out.txt = classify