dim | over 0.20 | over 0.22 | over 0.24 |
2 | 4297 | 4245 | 4177 |
10 | 2760 | 2554 | 2379 |
100 | 228 | 140 | 76 |
200 | 25 | 9 | 1 |
300 | 5 | 4 | 1 |
400 | 1 | 0 | 0 |
pyimport numpy as np
for dim in [2, 10, 100, 200, 300, 400]:
over020 = 0
over022 = 0
over024 = 0
for i in range(10000):
x = np.random.randn(dim)
x = x / np.linalg.norm(x)
if x[0] > 0.2:
over020 += 1
if x[0] > 0.22:
over022 += 1
if x[0] > 0.24:
over024 += 1
print(dim, over020, over022, over024)