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Maximal Information Coefficient (MIC)最大互信息系数及python实现

作者:互联网

对于最大信息系数的介绍:https://blog.csdn.net/u014271612/article/details/51781250

python实现最大信息系数:

import numpy as np
from minepy import MINE

def print_stats(mine):
print("MIC", mine.mic())


x = np.linspace(0, 1, 1000)
y = np.sin(10 * np.pi * x) + x
mine = MINE(alpha=0.6, c=15)
mine.compute_score(x, y)

print("Without noise:")
print_stats(mine)


np.random.seed(0)
y +=np.random.uniform(-1, 1, x.shape[0]) # add some noise
mine.compute_score(x, y)

print("With noise:")
print_stats(mine)

 

标签:Maximal,Information,系数,stats,python,MIC,mine,np,print
来源: https://www.cnblogs.com/jdwfff/p/11714549.html