find_split {monoClust} | R Documentation |
Find the best split in terms of reduction in inertia for the transferred node, indicate by row. Find the terminal node with the greatest change in inertia and bi-partition it.
find_split(
data,
cuts,
frame_row,
cloc,
dist,
variables,
minsplit,
minbucket,
ncores
)
data |
Original data set. |
cuts |
Cuts data set, which has the next higher value of each variable in the original data set. |
frame_row |
One row of the split tree as data frame. |
cloc |
Vector of current cluster membership. |
dist |
Distance matrix of all observations in the data. exported function yet. Vector of 1 for all observations. |
variables |
List of variables selected for clustering procedure. It could be a vector of variable indexes, or a vector of variable names. |
minsplit |
The minimum number of observations that must exist in a node in order for a split to be attempted. |
minbucket |
The minimum number of observations in any terminal leaf
node. Default is |
ncores |
Number of CPU cores on the current host. |
The updated frame_row
with the next split updated.