Improving replicability in single-cell RNA-Seq cell type discovery


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Documentation for package ‘Dune’ version 0.99.15

Help Pages

.adjustedRandIndex adjustedRandIndex
ARIEvolution Plot the evolution of the pairwise ARIs as merging happens
ARIImp ARI improvement
ARIs ARI Matrix
ARItrend ARI improvement plot
clusMat A clustering matrix used to demonstrate the ari-merging process.
clusterConversion clusterConversion
ConfusionEvolution Plot the evolution of the ConfusionPlot as merging happens
ConfusionPlot Plot confusion matrix
Dune Dune
Dune-method Dune
functionTracking Track the evolution of a function along merging
intermediateMat Find the clustering matrix that we would get if we stopped the ARI merging early
nuclei Cluster labels for a subset of the allen Smart-Seq nuclei dataset
plotARIs Plot an heatmap of the ARI matrix
plotPrePost Plot the reduction in cluster size for an ARI merging with 'Dune'
whenToStop When to Stop