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Meta-cluster calculations

calc_aris.Rd

Generate matrix of pairwise cluster-solution similarities by Adjusted Rand index calculations.

Usage

calc_aris(solutions_matrix, processes = 1)

Arguments

solutions_matrix

solutions_matrix containing cluster solutions to calculate pairwise ARIs for.

processes

Specify number of processes used to complete calculations

  • 1 (default) Sequential processing

  • 2 or higher: Parallel processing will use the future.apply::future_apply to distribute the calculations across the specified number of CPU cores. If higher than the number of available cores, a warning will be printed and the maximum number of cores will be used.

  • max: All available cores will be used. Note that no progress indicator is available during multi-core processing.

Value

om_aris ARIs between clustering solutions of an solutions matrix