import numpy as np

n = 10

m = 45

m_test = 45

sigma = 0.250

train = np.asarray(np.mat("""[1 2 1;
1 3 1;
1 4 1;
1 5 1;
1 6 1;
1 7 1;
1 8 1;
1 9 1;
1 10 1;
2 3 -1;
2 4 -1;
2 5 -1;
2 6 -1;
2 7 -1;
2 8 -1;
2 9 -1;
2 10 -1;
3 4 1;
3 5 -1;
3 6 -1;
3 7 1;
3 8 1;
3 9 1;
3 10 1;
4 5 -1;
4 6 -1;
4 7 1;
4 8 1;
4 9 -1;
4 10 -1;
5 6 1;
5 7 1;
5 8 1;
5 9 -1;
5 10 1;
6 7 1;
6 8 1;
6 9 -1;
6 10 -1;
7 8 1;
7 9 1;
7 10 -1;
8 9 -1;
8 10 -1;
9 10 1
]"""))

test = np.asarray(np.mat("""[1 2 1;
1 3 1;
1 4 1;
1 5 1;
1 6 1;
1 7 1;
1 8 1;
1 9 1;
1 10 1;
2 3 -1;
2 4 1;
2 5 -1;
2 6 -1;
2 7 -1;
2 8 1;
2 9 -1;
2 10 -1;
3 4 1;
3 5 -1;
3 6 1;
3 7 1;
3 8 1;
3 9 -1;
3 10 1;
4 5 -1;
4 6 -1;
4 7 -1;
4 8 1;
4 9 -1;
4 10 -1;
5 6 -1;
5 7 1;
5 8 1;
5 9 1;
5 10 1;
6 7 1;
6 8 1;
6 9 1;
6 10 1;
7 8 1;
7 9 -1;
7 10 1;
8 9 -1;
8 10 -1;
9 10 1
]"""))