Table 10. Cross Validation Results for Clinical Data Only.
80% Holdout: 30 Repetitions | Cross Val, 5 Folds, 1 Repetitions | Cross Val, 5 Folds, 6 Repetitions | |||
Classifiers | Mean Err | SD | Mean Err | Mean Err | SD |
LDC | 0.1354 | 0.0146 | 0.1399 | 0.1355 | 0.0053 |
QDC | 0.8443 | 0.0338 | 0.8532 | 0.8559 | 0.0073 |
UDC | 0.1953 | 0.0364 | 0.1930 | 0.1939 | 0.0062 |
POLYC | 0.1278 | 0.0049 | 0.1300 | 0.1272 | 0.0013 |
LOGLC | 0.1334 | 0.0139 | 0.1300 | 0.1322 | 0.0053 |
KNNC | 0.1652 | 0.0289 | 0.1267 | 0.1283 | 0.0028 |
TREEC | 0.2231 | 0.493 | 0.2126 | 0.2362 | 0.0227 |
PARZENC | 0.1267 | 0.000 | 0.1267 | 0.1267 | 0.0000 |
SVC | 0.1267 | 0.000 | 0.1267 | 0.1267 | 0.0000 |