Table 2.
Classification results of the ICH into subtypes using the validation set for the six subdivisions.
| Subdivision | Reolution | Hidden nodes | Type 1 | Type 2 | Type 3 | Accuracy % | |||
|---|---|---|---|---|---|---|---|---|---|
| predicted # | Case # | predicted # | Case # | predicted # | Case # | ||||
| 21–30% | 24 × 24 | 80–40-10 | 0 | 1 | 9 | 9 | 1 | 2 | 83.3 |
| 31–40% | 24 × 24 | 20–10 | 3 | 6 | 12 | 13 | 3 | 8 | 66.7 |
| 41–50% | 80 × 80 | 120–30 | 7 | 9 | 13 | 15 | 9 | 16 | 72.5 |
| 51–60% | 28 × 28 | 80–40–10 | 3 | 8 | 10 | 12 | 13 | 17 | 70.3 |
| 61–70% | 30 × 30 | 80–40–10 | 5 | 10 | 6 | 6 | 10 | 15 | 67.7 |
| 71–80% | 30 × 30 | 40–20–10 | 5 | 9 | 5 | 5 | 3 | 7 | 61.9 |
| Total | – | – | 23 | 43 | 55 | 60 | 39 | 65 | 69.6 |