Python sklearn.feature_selection.SelectFwe() Examples

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Example #1
Source File: test_feature_selection.py    From pandas-ml with BSD 3-Clause "New" or "Revised" License 6 votes vote down vote up 
def test_objectmapper(self):
        df = pdml.ModelFrame([])
        self.assertIs(df.feature_selection.GenericUnivariateSelect,
                      fs.GenericUnivariateSelect)
        self.assertIs(df.feature_selection.SelectPercentile,
                      fs.SelectPercentile)
        self.assertIs(df.feature_selection.SelectKBest, fs.SelectKBest)
        self.assertIs(df.feature_selection.SelectFpr, fs.SelectFpr)
        self.assertIs(df.feature_selection.SelectFromModel,
                      fs.SelectFromModel)
        self.assertIs(df.feature_selection.SelectFdr, fs.SelectFdr)
        self.assertIs(df.feature_selection.SelectFwe, fs.SelectFwe)
        self.assertIs(df.feature_selection.RFE, fs.RFE)
        self.assertIs(df.feature_selection.RFECV, fs.RFECV)
        self.assertIs(df.feature_selection.VarianceThreshold,
                      fs.VarianceThreshold)