cal_consensus {cola}R Documentation

Calculate consensus clustering related statistics

Description

Calculate consensus clustering related statistics

Usage

cal_consensus(partition_list, k)

Arguments

partition_list

a list of partitions. The partitions can be vectors of categorical values or objects already generated by clue package (the hard partitions only).

k

number of classes that are expected.

Value

A list of following elements:

class_ids

consensus class ids.

consensus_matrix

consensus matrix.

membership_mat

probability to be in each group.

membership_each

original partition list that has been adjusted according to the consensus class ids.

stat

statistics for the consensus clustering

Examples

# There is no example
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[Package cola version 1.0.0 Index]