scikitplot.kds#
This package/module is designed to be compatible with both Python 2 and Python 3. The imports below ensure consistent behavior across different Python versions by enforcing Python 3-like behavior in Python 2.
The kds
module includes plots for machine learning
evaluation decile analysis e.g. Gain, Lift and Decile charts, etc.
References
[1] tensorbored/kds.py#
User guide. See the KDS section for further details.
A legend for the abbreviations of decile table column names. |
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Generates the Decile Table from labels and probabilities |
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Generates the Decile-wise Lift Plot from labels and probabilities |
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Generates the Decile based cumulative Lift Plot from labels and probabilities |
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Generates the Decile-wise Lift Plot from labels and probabilities |
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Generates the KS Statistic Plot from labels and probabilities |
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Generates a decile table and four plots: - |