#!/bin/bash
#
# We have to set up the script then go.
train=$1;
test=$2;
labels=$3;

cat > test_file.sg << EOF
% Straight outta examples/cmdline/classifier_knn.sg.
print KNN

set_distance EUCLIDEAN REAL
set_features TRAIN $train
set_labels TRAIN $labels

new_classifier KNN
train_classifier 4

set_features TEST $test
out.txt = classify
EOF

# Now run it and time it.
export LD_LIBRARY_PATH=shogun
time interfaces/cmdline_static/shogun test_file.sg

#rm test_file.sg