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Results from the numerical experiments using the PBMC data with monocyte as the novel cell type. (A) The accuracy of CAMLU and existing methods in distinguishing known cells from novel cells (left) and in identifying all cell types (right). (B) The TSNE plot of one simulation experiment the true novel/known status of the cells. (C) The identified novel and known cells by CAMLU and other existing methods. Results in (A) are summarized over 100 Monte Carlo experiments
