Compute average proximity matrix on a dataset using randomForest

Each predictor(column) is estimated using other predictors. Proximity matrices of these models are averaged

averageProximity(dataset)

Arguments

dataset	A \(n \times m\) dataframe with valid column names

Value

A matrix with dimension \(n \times n\)

Examples

ap = averageProximity(iris)
dim(ap)
#> [1] 150 150
plot(hclust(ap))