mvclst: A MVDA Function
In angy89/MVDA_package: Multi-View Biological Data Analysis

Description Usage Arguments Value

This function evaluate clustering stability by performing multi-view integration perturbing the dataset via leave-one-out and comparing NMI between different clustering results.

1	mvclst(method = "matrix_factorization", center, class_cluster, X)

`method`	is the method you can use for the integration. Values can be matrix_factorization (default) of gli.
`center`	is the matrix of centroid
`class_cluster`	is the vector of class labels assigned to each cluster
`X`	is the staked matrix of membeship matrix of each view.

a list containing the list of clustering obtained, the NxN matrix of NMI betwee each couple of clustering, the mean and the standard deviation of this matrix.

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