Table 2 Train, validation and test dataset split.
Split set | FOV images | Verified helminth eggs | ||||
|---|---|---|---|---|---|---|
A. lumbricoides | T. trichiura | Hookworm | S. mansoni | Total | ||
Train (70% target) | 7953 (69.4%, 30.6%) | 6071 | 2839 | 3226 | 3070 | 15,205 |
Validation (20% target) | 1808 (83.2%, 16.8%) | 1646 | 859 | 803 | 466 | 3774 |
Test (10% target) | 1059 (71.0%, 29.0%) | 883 | 385 | 483 | 384 | 2135 |
Total | 10,820 (71.9%, 28.1%) | 8600 | 4083 | 4512 | 3920 | 21,117 |