19 lines
678 B
Python
19 lines
678 B
Python
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import pandas as pd
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import numpy as np
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def format_output(x):
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x[:, 0] = np.rint(np.maximum(0, x[:, 0]))
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x[:, 1] = np.rint(np.maximum(0, x[:, 1]))
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x[:, 2] = np.rint(np.maximum(0, x[:, 2]))
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x[:, 3] = np.rint(np.maximum(0, x[:, 3]))
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x[:, 4] = np.rint(np.maximum(0, x[:, 4]))
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x[:, 5] = np.maximum(0, x[:, 5])
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x[:, 6] = np.maximum(0, x[:, 6])
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x[:, 7] = np.rint(np.maximum(0, x[:, 7]))
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x[:, 8] = (x[:, 8]>=0.5)
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return x
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def format_output_db(db):
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return db.astype({"Pregnancies": int, "Glucose": int, "BloodPressure": int, "SkinThickness": int, "Insulin": int, "BMI": float, "DiabetesPedigreeFunction": float, "Age": int, "Outcome": int})
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