Normalization wrapper
normalize(dataset, method, exclude = NULL, ...)
| dataset | we want to perform normalization on |
|---|---|
| method | selected method of normalization |
| exclude |
|
| ... | Further arguments for |
The normalized dataset
library("smartdata") super_iris <- normalize(iris, method = "min_max", exclude = "Species", by = "column")#> Warning: RGL: unable to open X11 display#> Warning: 'rgl_init' failed, running with rgl.useNULL = TRUE# Use default parameter by = "row" super_iris <- normalize(iris, method = "min_max", exclude = c("Sepal.Length", "Species")) super_iris <- normalize(iris, method = "min_max", exclude = "Species", by = "row") super_iris <- normalize(iris, method = "z_score", exclude = "Species", by = "row")#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NA#> Warning: argument is not numeric or logical: returning NAsuper_iris <- normalize(iris, method = "sd_quotient", exclude = "Species", by = "row")