Rvalue | R Documentation |
Calculate distribution overlap by KNN (K-Nearest neighbor) This function is the original implementation of Rvalue. It works with more than 3 classes. The behavior of function is exactly the same as ovl_knn.
Rvalue(ds, cl, k = 5)
ds |
A numeric vector. |
cl |
An integer vector designating classes. |
k |
An integer. Number of k in KNN |
Seongyong Park (2020-08-18)
This code is adopted from AmRMR. (paper) You can find their implementation in their websites. (Java, R) Many thanks to the professor Sejong Oh (Dankook University, sejongoh@dankook.ac.kr) who kindly share his work.
ds = c(rnorm(100, 0), rnorm(100, 1), rnorm(100,2)) cl = c(rep(0,100), rep(1,100), rep(2,100)) Rvalue(ds, cl, k=5)
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