Table 3 The most appropriate model for each disease determined using cross-validation
Disease | 1 month | 3 month | 6 month | 12 month | Adopted model |
|---|---|---|---|---|---|
PA | 2 | 1 | 1 | 1 | 1 |
Diaphragmitis | 1 | 1 | 1 | 4–1 | 1 |
Enteritis | 1 | 1 | 1 | 1 | 1 |
IH | 2 | 2 | 1 | 4–1 | 2 |
MPS | 1 | 1 | 1 | 1 | 1 |
Mycobacteriosis | 3 | 3 | 5-1 | 3 | 3 |
PH | 1 | 1 | 1 | 1 | 1 |
Pericarditis | 4-2 | 4-2 | 4-2 | 4-1 | 4-2 |
Perihepatitis | 4-1 | 1 | 1 | 4-1 | 1 |
Peritonitis | 1 | 1 | 1 | 1 | 1 |
Pleuritis | 1 | 1 | 1 | 6-1 | 1 |