check_duplicate_points

scirs2_cluster::input_validation

Function check_duplicate_points 

Source 
pub fn check_duplicate_points<F: Float + FromPrimitive + Debug + PartialOrd>(
    data: ArrayView2<'_, F>,
    tolerance: F,
) -> Result<Vec<(usize, usize)>>
Expand description

Check for duplicate data points

Identifies if the dataset contains duplicate points, which can cause issues for some clustering algorithms.

§Arguments

  • data - Input data matrix
  • tolerance - Tolerance for considering points as duplicates

§Returns

  • Result<Vec<(usize, usize)>> - List of duplicate point pairs