validate_cluster_consistency

scirs2_cluster::hierarchy::validation

Function validate_cluster_consistency 

Source 
pub fn validate_cluster_consistency<F: Float + FromPrimitive + Debug + PartialOrd + Display>(
    linkage_matrix: ArrayView2<'_, F>,
    cluster_assignments: ArrayView1<'_, usize>,
) -> Result<()>
Expand description

Checks consistency of cluster assignments with a linkage matrix

Validates that flat cluster assignments are consistent with the hierarchical structure defined by the linkage matrix.

§Arguments

  • linkage_matrix - The linkage matrix
  • cluster_assignments - Flat cluster assignments for each observation

§Returns

  • Result<()> - Ok if consistent, error otherwise