Evaluation Clustering Methods for Disease Subtypes Diagnosis

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Documentation for package ‘Evacluster’ version 0.1.0

• DESCRIPTION file.

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Evacluster-package	Evaluation Clustering Methods for Disease Subtypes Diagnosis (Evacluster)
clusterStability	clustering stability function
EMCluster	Expectation Maximization Clustering
Evacluster	Evaluation Clustering Methods for Disease Subtypes Diagnosis (Evacluster)
FuzzyCluster	Fuzzy C-means Clustering Algorithm
getConsensusCluster	Consensus Clustering Results
hierarchicalCluster	hierarchical clustering
kmeansCluster	K-means Clustering
nmfCluster	Non-negative matrix factorization (NMF)
pamCluster	Partitioning Around Medoids (PAM) Clustering
predict.EMCluster	EMCluster prediction function
predict.FuzzyCluster	FuzzyCluster prediction function
predict.hierarchicalCluster	hierarchicalCluster prediction function
predict.kmeansCluster	kmeansCluster prediction function
predict.nmfCluster	nmfCluster prediction function
predict.pamCluster	pamCluster prediction function
predict.tsneReductor	tsneReductor prediction function
tsneReductor	t-Distributed Stochastic Neighbor Embedding (t-SNE)