HundSimon
/ entropy_weight_method.py
Last active
June 11, 2024 07:18
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| import pandas as pd | |
| import numpy as np | |
| from scipy.stats import entropy | |
| def calculate_entropy(data, n): | |
| return 1/np.log(n)*entropy(data) | |
| def calculate_weights(entropy_list): | |
| weight_list = [1 - entropy_i for entropy_i in entropy_list] | |
| return weight_list / sum(weight_list) |