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Copy file name to clipboardExpand all lines: doc/config_rsmexplain.rst.inc
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If ``experiment_dir`` contains the rsmtool configuration file, that file's value for ``standardize_features`` will override the value specified by the user. The reason is that if ``rsmtool`` trained the model with (or without) standardized features, then ``rsmexplain`` must do the same for the explanations to be meaningful.
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.. _truncate_outliers_rsmexplain:
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truncate_outliers *(Optional)*
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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If this option is set to ``false``, outliers (values more than 4 standard deviations away from the mean) in feature columns will _not_ be truncated. Defaults to ``true``.
Copy file name to clipboardExpand all lines: doc/config_rsmpredict.rst.inc
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~~~~~~~~~~~~~~~~~~~~~~
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A list of column names indicating grouping variables used for generating analyses specific to each of those defined subgroups. For example, ``["prompt, gender, native_language, test_country"]``. All these columns will be included into the predictions file with the original names.
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.. _truncate_outliers_rsmpredict:
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truncate_outliers *(Optional)*
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~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
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If this option is set to ``false``, outliers (values more than 4 standard deviations away from the mean) in feature columns will _not_ be truncated. Defaults to ``true``.
Copy file name to clipboardExpand all lines: doc/config_rsmtool.rst.inc
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For more fine-grained control over the trimming range, you can set ``trim_tolerance`` to `0` and use ``trim_min`` and ``trim_max`` to specify the exact floor and ceiling values.
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.. _truncate_outliers:
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truncate_outliers *(Optional)*
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"""""""""""""""""""""""""""""""
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If this option is set to ``false``, outliers (values more than 4 standard deviations away from the mean) in feature columns will _not_ be truncated. Defaults to ``true``.
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