@author: Roque E. Lopez
'''
from classifier import Classifier
def read_data(file_path):
''' Read the data of a file and return a list with the format <IdClass, Sequences> '''
f = open(file_path, 'r')
lines = f.readlines()
formatted_data = list()
for line in lines:
seq = line.split(' ')
id_class = seq[0]
tupla = (int(id_class), [float(i) for i in seq])
formatted_data.append(tupla)
f.close()
return formatted_data
if __name__ == '__main__':
#training_file = "../resource/treino.txt"
#test_file = "../resource/teste.txt"
training_file = raw_input("Please, enter the path of the training file: ")
test_file = raw_input("Please, enter the path of the test file: ")
print("Running...")
training_data = read_data(training_file)
test_data = read_data(test_file)
classifier = Classifier(training_data)
classifier.evaluate_test_data(test_data)