#!/usr/bin/env python import sys, os.path from string import * from sys import argv from subr import * if len(argv) < 4: print "Usage: %s testing_file testing_output_file training_class" % (argv[0]) sys.exit(1) def main(): original = read_first_column(argv[1]) test_output = read_first_column(argv[2]) train_new_class = read_first_column(argv[3]) predict = [] for i in range(len(test_output)): idx = atoi(test_output[i][0]) predict.append(train_new_class[idx]) if(len(predict) != len(original)): print "Error: lines of %s and %s are different." % (argv[1],argv[2]) sys.exit(1) labels = [] for i in range(len(train_new_class)): for lab in train_new_class[i]: if (lab not in labels): labels.append(lab) print "number of labels = %s" % len(labels) result = measure(original,predict,labels) print "Exact match ratio: %s" % result[0] print "Microaverage F-measure: %s" % result[1] print "Macroaverage F-measure: %s" % result[2] main()