Table 3.
List of three mean performance measures and their standard deviations calculated from three independent runs of the experiment. Results from both leave-one-out and bootstrapping cross-validation are listed.
Exp. | Val. | SE | SPE | PPV |
---|---|---|---|---|
MOCAIP+TCD+BA | LOO | 0.933 ± 0.000 | 0.862 ± 0.003 | 0.356 ± 0.005 |
BS | 0.941 ± 0.014 | 0.852 ± 0.013 | 0.341 ± 0.024 | |
MOCAIP + TCD | LOO | 0.933 ± 0.000 | 0.853 ± 0.005 | 0.342 ± 0.008 |
BS | 0.920 ± 0.014 | 0.846 ± 0.011 | 0.316 ± 0.018 | |
MOCAIP | LOO | 0.933 ± 0.000 | 0.851 ± 0.003 | 0.339 ± 0.005 |
BS | 0.925 ± 0.007 | 0.848 ± 0.008 | 0.320 ± 0.020 | |
BA | LOO | 0.867 ± 0.000 | 0.516 ± 0.000 | 0.127 ± 0.000 |
BS | 0.818 ± 0.009 | 0.501 ± 0.002 | 0115 ± 0.001 |
Se: Sensitivity; Spe: Specificity; PPV: Positive predictivity value; LOO: Leave-One-Out; BS: Bootstrapping.