Table 2.
Model Type | Training Data | AUC training (mean ± SD) | Test Data | AUC test (mean ± SD) |
---|---|---|---|---|
US-Model | US (n=1631) | 0.8553 | EUR (n=249) | 0.8240 |
JAP (n=147) | 0.6964 | |||
FIN (n=102) | 0.7209 | |||
FIN, JAP (n=249) | 0.7389 | |||
No interactions | All (n=1914) | 0.8493 ± 0.0059 | Left-out US, EUR, FIN, JAP (n=215) | 0.8268 ± 0.0323 |
Left-out JAP (n=15) | 0.6550 ± 0.3334 | |||
Left-out FIN (n=11) | 0.7550 ± 0.1646 | |||
Left-out FIN, JAP (n=26) | 0.7494 ± 0.1371 | |||
Interactions | All (n=1914) | 0.8681 ± 0.0091 | Left-out US, EUR, FIN, JAP (n=215) | 0.8308 ± 0.0309 |
Left-out JAP (n=15) | 0.6576 ± 0.3199 | |||
Left-out FIN (n=11) | 0.8020 ± 0.1324 | |||
Left-out FIN, JAP (n=26) | 0.8274 ± 0.1031 |
US=aneurysm data from the US, JAP=aneurysm data from Japan, FIN=aneurysm data from Finland. EUR=aneurysm data from Europe without Finland. “All” refers to data from all four populations without the excluded data for testing.