Description Usage Arguments Value Author(s) Examples
View source: R/apply_outlier_mappings.R
Clips outliers by applying mapping tables to respective features. Also creates tracking features to identify which observations had outliers present for specific features.
1 2 | apply.outlier.mappings(data, outlier.mappings, progress = TRUE,
track.features = TRUE)
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data |
[required | data.frame] Dataset containing features |
outlier.mappings |
[required | list] Output from function map.outliers |
progress |
[optional | logical | default=TRUE] Display a progress bar |
track.features |
[optional | logical | default=TRUE] Creates tracking features that records which observations had outliers present |
Data frame with clipped features and all other features
Xander Horn
1 2 | om <- map.outliers(iris, x = names(iris)[1:4])
new_iris <- apply.outlier.mappings(data, om)
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