# this is a program of the prediction of the LR in the liblinear lib   
# perhaps the python module included in the lib is better to use, this is just
for study the prediction process    
# example is the train data and the test data              
# reference to:    
...
execute:    

./train -s 0 example.txt.train model.txt    

./predict example.txt.test lr_model.txt test.file    

cat example.txt.test | python lr_model.py