get_centers {lgspline} | R Documentation |
Get Centers for Partitioning
Description
Get Centers for Partitioning
Usage
get_centers(data, K, cluster_args, cluster_on_indicators)
Arguments
data |
Matrix of predictor data |
K |
Number of partitions minus 1 ( |
cluster_args |
List with custom centers and kmeans args |
cluster_on_indicators |
Include binary predictors in clustering |
Details
Returns partition centers via:
1. Custom supplied centers if provided as a valid K \times q
matrix
2. kmeans clustering on all non-spline variables if cluster_on_indicators=TRUE
3. kmeans clustering excluding binary variables if cluster_on_indicators=FALSE
Value
Matrix of cluster centers
[Package lgspline version 0.2.0 Index]