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sklearn.feature_selection.variance_threshold.VarianceThreshold
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sklearn.feature_selection.variance_threshold.VarianceThreshold

Visibility: public Uploaded 14-08-2021 by Sergey Redyuk sklearn==0.20.0 numpy>=1.8.2 scipy>=0.13.3 0 runs
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  • openml-python python scikit-learn sklearn sklearn_0.20.0
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Feature selector that removes all low-variance features. This feature selection algorithm looks only at the features (X), not the desired outputs (y), and can thus be used for unsupervised learning.

Parameters

thresholdFeatures with a training-set variance lower than this threshold will be removed. The default is to keep all features with non-zero variance, i.e. remove the features that have the same value in all samples.default: 0.0

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