{ "name": "sc_muris_celltype", "task": "classification", "num_classes": 9, "classes": [ "B cell", "T cell", "epithelial cell of proximal tubule", "fenestrated endothelial cell", "kidney collecting duct epithelial cell", "kidney collecting duct principal cell", "kidney loop of Henle ascending limb epithelial cell", "macrophage", "mesangial cell" ], "num_samples": 1817, "num_features": 16472, "cat_idx": [], "label": "Single-Cell", "sub_labels": [ "RNA-seq" ], "description": "Classify nine released kidney cell-type annotations from Tabula Muris Senis Smart-seq2 expression.", "source": "Tabula Muris Consortium (2020), Tabula Muris Senis kidney Smart-seq2 via scUnified", "source_url": "https://github.com/XPgogogo/scUnified/blob/main/Tabula_Muris_kidney_filtered.h5ad", "publication_doi": "10.1038/s41586-020-2496-1", "split_strategy": "fixed", "split_unit": "cell", "curation_protocol": "singlecell_source_annotations_cell_split_v1", "source_manifest_sha256": "d44877b86813d101d473dfaae4caf699a00fbabebdc36bb540d106c685f10310", "feature_representation": "source_raw_counts", "feature_selection": "training_nonconstant_genes", "sample_metadata_file": "sample_metadata.csv", "feature_metadata_file": "feature_metadata.csv", "READY": true }