Table 1. Confusion matrix for classification for validation data and training data (in parentheses).
Ground Truth(Percentage) | |||||
---|---|---|---|---|---|
Class | Endocardium | Myocardium | Lymphocyte | Fibrosis myocardium | Fibrosis endocardium |
Unclassified | 3.10 | 2.25 | 1.68 | 1.87 | 2.21 |
(10.90) | (4.80) | (0.90) | (0.30) | (0.10) | |
Endocardium | 12.74 | 0.08 | 0.00 | 1.28 | 0.55 |
(12.30) | (0.20) | (0.00) | (0.30) | (0.80) | |
Myocardium | 6.42 | 95.91 | 0.03 | 10.11 | 0.02 |
(18.90) | (94.50) | (0.50) | (0.40) | (0.00) | |
Lymphocyte | 0.19 | 0.02 | 82.82 | 4.74 | 0.00 |
(0.40) | (0.00) | (85.70) | (13.20) | (0.00) | |
Fibrosis myocardium | 52.91 | 1.54 | 15.48 | 81.49 | 3.53 |
(48.50) | (0.50) | (12.90) | (84.80) | (19.10) | |
Fibrosis endocardium | 24.65 | 0.20 | 0.00 | 0.49 | 93.69 |
(9.10) | (0.00) | (0.00) | (1.10) | (80.00) | |
Total | 100 | 100 | 100 | 100 | 100 |