Description Usage Arguments Value Examples
View source: R/spaceTransformation.R
Space transformation wrapper
1 | space_transformation(dataset, method, exclude = NULL, ...)
|
dataset |
we want to do space transformation on |
method |
selected method for space transformation |
exclude |
|
... |
Further arguments for |
The transformed dataset
1 2 3 4 5 6 7 8 9 10 11 12 13 | library("smartdata")
data(ecoli1, package = "imbalance")
data(AntibioticSmall, package = "adaptiveGPCA")
antibiotics <- data.frame(AntibioticSmall$X)
super_ecoli <- space_transformation(ecoli1, "lle_knn", k = 3, num_features = 2,
regularization = 1, exclude = c("Mcg", "Alm1"))
super_ecoli <- space_transformation(ecoli1, "lle_epsilon", epsilon = 0.99, num_features = 3)
super_antibiotics <- space_transformation(antibiotics, "adaptative_gpca",
similarity = AntibioticSmall$Q,
num_features = 2)
|
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.