def main():
arff_file1, arff_file2 = read_args()
arff1 = Arff.fromfile(arff_file1)
arff2 = Arff.fromfile(arff_file2)
norm_arff1 = arff1.normalize()
norm_arff2 = arff2.normalize()
space1= Space(len(norm_arff1.attributes))
populate_space_from_arff(norm_arff1, space1)
print "Outliers from "+arff_file1+":"
outliers1 = get_outliers(3, 5, space1)
if outliers1:
for x in outliers1:
print x
else:
print "None"
space2 = Space(len(norm_arff2.attributes))
populate_space_from_arff(norm_arff2, space2)
print "Outliers from "+arff_file2+":"
outliers2 = get_outliers(3, 12, space2)
if outliers2:
for x in outliers2:
print x
else:
print "None"
def main():
arff_file1, arff_file2 = read_args()
arff1 = Arff.fromfile(arff_file1)
arff2 = Arff.fromfile(arff_file2)
norm_arff1 = arff1.normalize()
norm_arff2 = arff2.normalize()
space1= Space(len(norm_arff1.attributes))
populate_space_from_arff(norm_arff1, space1)
print "Outliers from "+arff_file1+":"
for x in get_outliers(space1, 0.05):
print x
space2 = Space(len(norm_arff2.attributes))
populate_space_from_arff(norm_arff2, space2)
print "Outliers from "+arff_file2+":"
for x in get_outliers(space2, 0.05):
print x
