Table 2. Number of cells in individual training and target data subsets and total number of cells for each of the six datasets for the 5-fold cross-validation evaluation approach.
Dataset | Number of Training Cells | Number of Target Cells | Total Number of Cells |
---|---|---|---|
PBMC Hao | 1,000 | 4,000 | 5,000 |
2,500 | 10,000 | 12,500 | |
5,000 | 20,000 | 25,000 | |
10,000 | 40,000 | 50,000 | |
12,000 | 48,000 | 60,000 | |
PBMC Unterman | 1,000 | 4,000 | 5,000 |
2,500 | 10,000 | 12,500 | |
5,000 | 20,000 | 25,000 | |
10,000 | 40,000 | 50,000 | |
MALT | 1,000 | 4,000 | 5,000 |
1,250 | 5,000 | 6,250 | |
1,500 | 6,000 | 7,500 | |
1,682 | 6,728 | 8,410 | |
Monocytes | 7,422 | 29,690 | 37,112 |
MPEM | 994 | 3,975 | 4,969 |
Spleen and Lymph Nodes | 3,940 | 15,758 | 19,698 |