Calculate which features the forest split on at each depth.

Description

Calculate which features the forest split on at each depth.

Usage

split_frequencies(forest, max.depth = 4)

Arguments

Value

A matrix of split depth by feature index, where each value is the number of times the feature was split on at that depth.

Examples

## Not run: 
# Train a quantile forest.
n = 50; p = 10
X = matrix(rnorm(n*p), n, p)
Y = X[,1] * rnorm(n)
q.forest = quantile_forest(X, Y, quantiles=c(0.1, 0.5, 0.9))

# Calculate the split frequencies for this forest.
split_frequencies(q.forest)

## End(Not run)