OrderByCorrelation: A MVDA Function

Description Usage Arguments Value

Description

This function allows you to rank feature relevance for each multi-view cluster by correlation. It works by removing a feature at a time and calculating correlation between patients in the cluster. The more the correlation decrease, the more the feature is relevant for the clusters. It also order patients by correlation.

Usage

1
OrderByCorrelation(n_cluster, cluster.pv, DB, cluster.vector)

Arguments

DB

your matrix dataset

cluster.vector

a numeric vector of clustering results

Value

a list with two object prototipi_geni is the list of feature ordered by correlation and pazienti that is the list of patients ordered by correlations


angy89/MVDA_package documentation built on May 7, 2019, 8:58 p.m.