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27 lines
693 B
Python
Executable File
27 lines
693 B
Python
Executable File
from experimentation.Sets import Datasets
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import numpy as np
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dt = Datasets(normalize=False, standardize=False, set_of_files="tanveer")
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print("Checking normalized datasets: ")
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for data in dt:
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name = data[0]
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X, y = dt.load(name)
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min_value = X.min()
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max_value = X.max()
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media = np.mean(X)
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desv = np.std(X)
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resultado = (
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"Normalizado"
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if min_value <= 1
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and min_value >= 0
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and max_value <= 1
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and max_value >= 0
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else "No Normalizado"
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)
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resultado2 = (
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"Standardizado"
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if round(media) == 0 and round(desv) == 1
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else "No Standardizado"
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)
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print(f"{name:30s}: {resultado} {resultado2}")
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