Clustering Deviation Index (CDI)


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Documentation for package ‘CDI’ version 1.5.0

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calculate_CDI Clustering Deviance Index (CDI)
CDI Clustering Deviation Index.
CDI_lineplot Visualize CDI values via a lineplot
contingency_heatmap Heatmap of contingency table
feature_gene_selection Select feature genes
one_batch_matrix Simulated count matrix from one batch
one_batch_matrix_celltype Cell type labels of simulated count matrix from one batch
one_batch_matrix_label_df Clustering labels for simulated one-batch single-cell count matrix
size_factor Size factor of each cell
two_batch_matrix Simulated count matrix from two batches
two_batch_matrix_batch Batch labels of simulated count matrix from two batches
two_batch_matrix_celltype Cell type labels of simulated count matrix from two batches
two_batch_matrix_label_df Clustering labels for simulated two-batch single-cell count matrix