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Fix BWS test doc example
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  • frouros/detectors/data_drift/batch/statistical_test

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frouros/detectors/data_drift/batch/statistical_test/bws.py

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@@ -25,20 +25,20 @@ class BWSTest(BaseStatisticalTest):
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:References:
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.. [baumgartner1998nonparametric] Baumgartner, W., P. Weiß, and H. Schindler.
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"A nonparametric test for the general two-sample problem."
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Biometrics (1998): 1129-1135.
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"A nonparametric test for the general two-sample problem."
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Biometrics (1998): 1129-1135.
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:Example:
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>>> from frouros.detectors.data_drift import KSTest
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>>> from frouros.detectors.data_drift import BWSTest
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>>> import numpy as np
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>>> np.random.seed(seed=31)
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>>> X = np.random.normal(loc=0, scale=1, size=100)
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>>> Y = np.random.normal(loc=1, scale=1, size=100)
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>>> detector = BWSTest()
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>>> _ = detector.fit(X=X)
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>>> detector.compare(X=Y)[0]
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StatisticalResult(statistic=0.55, p_value=3.0406585087050305e-14)
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StatisticalResult(statistic=29.942072035675395, p_value=0.0001)
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""" # noqa: E501 # pylint: disable=line-too-long
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def __init__( # noqa: D107

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