brain

<p>A dataset containing The Cancer Genome Atlas expression
data. From this publication https://tcga-data.nci.nih.gov/docs/publications/lgggbm_2016/.
The first data frame is a 5133X150 RNA-seq data matrix, the second is a 262X150
miRNA-seq data matrix, the third is 45X150 protein array data matrix. The data was
all pre-normalised then subject to log transform.</p>

datasets

A self-tuning spectral clustering method for single or multi-view data. 'Spectrum' uses a new type of adaptive density aware kernel that strengthens connections in the graph based on common nearest neighbours. It uses a tensor product graph data integration and diffusion procedure to integrate different data sources and reduce noise. 'Spectrum' uses either the eigengap or multimodality gap heuristics to determine the number of clusters. The method is sufficiently flexible so that a wide range of Gaussian and non-Gaussian structures can be clustered with automatic selection of K.

brain: A brain cancer dataset

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