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What does the 'nBins' parameter control?

The 'nBins' parameter specifies the number of bins to use in lift calculations. The default is 20, and the range is from 2 to 100.

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On: assessBias

How are the groups for the Hosmer and Lemeshow test determined?

You can define the groups by using either the 'nGroups' parameter to specify the number of equal-sized groups based on predicted probabilities, or the 'cutpt' parameter to provide specific cutpoints for creating the partitions.

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On: logisticLackfit

What feature scaling methods are available through the 'featureScalingMethod' parameter?

The 'featureScalingMethod' parameter can be set to 'NONE' (no scaling, the default) or 'STANDARDIZATION', which scales the coefficients across all frames to have a mean of zero and unit variance.

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On: computeFeatures

What is the 'selectionDepth' parameter?

The 'selectionDepth' parameter specifies the depth to use in lift calculations. The default value is 10.

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On: assessBias

What does the 'noVars' parameter do?

The 'noVars' parameter, when set to True, prevents variables from being automatically copied from the input table to the output table. By default, all columns not in specified input, groupBy, weight, or frequency parameters are copied. The default is False.

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On: groupByInfo