kmeans_clustering.cpp File Reference

Namespaces
namespace	hmap

Functions
Array	hmap::kmeans_clustering2 (const Array &array1, const Array &array2, int nclusters, std::vector< Array > *p_scoring=nullptr, Array *p_aggregate_scoring=nullptr, Vec2< float > weights={1.f, 1.f}, uint seed=1)
	Performs k-means clustering on two input arrays, grouping similar data points into clusters.
Array	hmap::kmeans_clustering3 (const Array &array1, const Array &array2, const Array &array3, int nclusters, std::vector< Array > *p_scoring=nullptr, Array *p_aggregate_scoring=nullptr, Vec3< float > weights={1.f, 1.f, 1.f}, uint seed=1)
	Performs k-means clustering on three input arrays, providing more detailed cluster analysis by considering an additional dimension.