Table 3.
Training | Test | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Output cell type (number of cell) | Sensitivity (%) | Output cell type (number of cell) | Sensitivity (%) | ||||||||
B cell | CD4+ T cell | CD8+ T cell | B cell | CD4+ T cell | CD8+ T cell | ||||||
Input cell type | B cell | 89 | 6 | 9 | 85.58 | Input cell type | B cell | 39 | 1 | 5 | 86.67 |
CD4+ T cell | 8 | 49 | 9 | 74.24 | CD4+ T cell | 2 | 21 | 6 | 72.41 | ||
CD8+ T cell | 7 | 9 | 62 | 79.49 | CD8+ T cell | 2 | 10 | 22 | 64.71 | ||
Specificity (%) | 89.58 | 91.76 | 89.41 | 80.65 (overall) | Specificity (%) | 93.65 | 86.08 | 89.41 | 75.93 (overall) |
The identification accuracy and its sub-parameters, sensitivity and specificity, were also presented.