Hello dear friends
I need to run the K-nearest neighbor (KNN) model to predict flood risk areas using R software. Does anyone have this model code in the R software?
Thanks in advance for your cooperation.
Hi Mohammad
KNN is already developed in R, use following
#Install class package
install.packages('class')
# Load class package
library(class)
data(iris)
train
You may find it useful to explore the general example of kNN algorithm in R.
https://rstudio-pubs-static.s3.amazonaws.com/316172_a857ca788d1441f8be1bcd1e31f0e875.html
Just check for the function “knn” in R. If it isn’t already installed, you first have to install the package; I think the name package is still “knn”.
You may also want to use the package “caret”. It contains different functions (as knn) for modelling complex regression and classification problems.
Use install.packages('class')
use the following libreraries (class, dployr)
the packages RANN and nabor have two functions nn2(RANN) y knn (nabor)
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