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Generates histogram bins and simple bin-based statistics for numeric variables....
The analyzeMissingPatterns action performs a missing pattern analysis. It is a p...
Extracts common factors. The faExtract action is part of the Factor Analysis act...
specifies the minimum number of observations on each node. Default: 5 Minimum value: 1
Specifies options for result tables. You can specify which result tables the server returns and how group-by results are handled. Alias is tblOpts.
when set to True, specifies that the out-of-bag error is computed when building a forest. This also generates a result table with the OOB error for each tree. Default: FALSE
Outlier handling is managed through several parameters. Setting 'outliers' to TRUE enables their calculation. The 'whiskerPercentile' parameter defines the range for whiskers (e.g., a value of 10 sets whiskers at the 10th and 90th percentiles). Additionally, 'nOutBins' can be used to bin the outliers, and 'nOutLimit' specifies the maximum number of outlier values to return.
The catTrans action is used to group and encode categorical variables using a variety of unsupervised and supervised grouping techniques.