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Commit 0ab0764

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author
Davies Liu
committed
fix float
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python/pyspark/mllib/stat.py

Lines changed: 7 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -220,11 +220,11 @@ def chiSqTest(observed, expected=None):
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>>> from pyspark.mllib.linalg import Vectors, Matrices
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>>> observed = Vectors.dense([4, 6, 5])
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>>> pearson = Statistics.chiSqTest(observed)
223-
>>> pearson.statistic
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>>> print pearson.statistic
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0.4
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>>> pearson.degreesOfFreedom
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2
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>>> round(pearson.pValue, 4)
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>>> print round(pearson.pValue, 4)
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0.8187
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>>> pearson.method
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u'pearson'
@@ -234,13 +234,13 @@ def chiSqTest(observed, expected=None):
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>>> observed = Vectors.dense([21, 38, 43, 80])
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>>> expected = Vectors.dense([3, 5, 7, 20])
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>>> pearson = Statistics.chiSqTest(observed, expected)
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>>> round(pearson.pValue, 4)
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>>> print round(pearson.pValue, 4)
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0.0027
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>>> data = [40.0, 24.0, 29.0, 56.0, 32.0, 42.0, 31.0, 10.0, 0.0, 30.0, 15.0, 12.0]
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>>> chi = Statistics.chiSqTest(Matrices.dense(3, 4, data))
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>>> round(chi.statistic)
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22.0
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>>> print round(chi.statistic, 4)
243+
21.9958
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>>> from pyspark.mllib.regression import LabeledPoint
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>>> data = [LabeledPoint(0.0, Vectors.dense([0.5, 10.0])),
@@ -251,9 +251,9 @@ def chiSqTest(observed, expected=None):
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... LabeledPoint(1.0, Vectors.dense([3.5, 40.0])),]
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>>> rdd = sc.parallelize(data, 4)
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>>> chi = Statistics.chiSqTest(rdd)
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>>> chi[0].statistic
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>>> print chi[0].statistic
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0.75
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>>> chi[1].statistic
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>>> print chi[1].statistic
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1.5
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"""
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if isinstance(observed, RDD):

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