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annotate tvii/error.py @ 70:351fc97bb996

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add error computation + test functions
author Jeff Hammel <k0scist@gmail.com>
date Sun, 17 Dec 2017 13:22:44 -0800
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70
351fc97bb996 add error computation + test functions
Jeff Hammel <k0scist@gmail.com>
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1 import numpy as np
351fc97bb996 add error computation + test functions
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2
351fc97bb996 add error computation + test functions
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3 def error(function, x, y):
351fc97bb996 add error computation + test functions
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4 """
351fc97bb996 add error computation + test functions
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5 computes true value and error and returns
351fc97bb996 add error computation + test functions
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6 them both as a 2-tuple
351fc97bb996 add error computation + test functions
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7 """
351fc97bb996 add error computation + test functions
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8
351fc97bb996 add error computation + test functions
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9 yhat = np.array([function(*val) for val in x])
351fc97bb996 add error computation + test functions
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10 error = yhat - np.array(y)
351fc97bb996 add error computation + test functions
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11
351fc97bb996 add error computation + test functions
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12 return (yhat, error)