get_qc_tbl: Extended residuals of a predx object.
In PiotrTymoszuk/caretExtra: Extra functionality for predictions and quality control of caret models
get_qc_tbl R Documentation
Extended residuals of a predx object.
Description
Extracts extended working residuals of prediction and potential outliers.
Usage
get_qc_tbl(predx_object)
Arguments
predx_object
an object of class predx.
Details
Calculates working residuals for regression and binary
classification predictions.
In addition, squared and standardized residuals are returned along with
expected normal distribution values for the standardized residuals
and the true outcome.
Potential outliers are identified by the two-SD criterion.
Value
a data frame with the fitted values, true outcome,
residuals and candidate outliers.
PiotrTymoszuk/caretExtra documentation built on Oct. 15, 2023, 10:03 p.m.
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| get_qc_tbl | R Documentation |
Extended residuals of a predx object.
Description
Extracts extended working residuals of prediction and potential outliers.
Usage
get_qc_tbl(predx_object)
Arguments
predx_object |
an object of class |
Details
Calculates working residuals for regression and binary classification predictions. In addition, squared and standardized residuals are returned along with expected normal distribution values for the standardized residuals and the true outcome. Potential outliers are identified by the two-SD criterion.
Value
a data frame with the fitted values, true outcome, residuals and candidate outliers.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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