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When building a model on a data set and re-predicting the same data, the performance estimate from those predictions is often called the "apparent" performance of the model. This estimate can be wildly optimistic. "Apparent sampling" here means that the analysis and assessment samples are the same. These resamples are sometimes used in the analysis of bootstrap samples and should otherwise be avoided like old sushi.
apparent(data, ...)A tibble with a single row and classes apparent,
rset, tbl_df, tbl, and data.frame. The
results include a column for the data split objects and one column
called id that has a character string with the resample identifier.
A data frame.
Not currently used.