Table 2 Three input variables analyses and 5 × 2 cross-validation protocol (average results obtained in 10 analyses with each model). LDA: Linear Discriminant Analysis, No: Number; SD: Standard Deviation.
MODELS | No. | Senitivity | Specificity | Mean Accuracy | No. Errors | SD Mean Accuracy | p |
|---|---|---|---|---|---|---|---|
SelfDASn | 10 | 94,03% | 92,12% | 93,08% | 2,1 | 2,98 | 0,000036 |
TasmDASn | 10 | 95,12% | 90,51% | 92,82% | 2,1 | 3,26 | 0,000016 |
TasmSASn | 10 | 92,51% | 91,99% | 92,25% | 2,4 | 2,67 | 0,000022 |
SelfSASn | 10 | 94,50% | 89,87% | 92,19% | 2,3 | 2,58 | 0,000020 |
TasmDABm | 10 | 93,54% | 88,91% | 91,23% | 2,6 | 2,84 | 0,000007 |
TasmDABp | 10 | 93,51% | 88,91% | 91,21% | 2,6 | 3,20 | 0,000001 |
SelfSABm | 10 | 93,57% | 88,14% | 90,86% | 2,7 | 3,76 | 0,000144 |
SelfDABp | 10 | 92,43% | 88,14% | 90,29% | 2,9 | 3,35 | 0,000031 |
TasmSABp | 10 | 90,79% | 88,98% | 89,88% | 3,1 | 3,14 | 0,000302 |
SelfDABm | 10 | 91,34% | 88,21% | 89,78% | 3,1 | 4,02 | 0,000398 |
TasmSABm | 10 | 91,90% | 87,37% | 89,64% | 3,1 | 4,07 | 0,000504 |
SelfSABp | 10 | 90,29% | 88,91% | 89,60% | 3,2 | 2,96 | 0,000311 |
FF_Sn | 10 | 91,90% | 84,17% | 88,03% | 3,5 | 4,11 | 0,000734 |
FF_Bm | 10 | 88,63% | 86,54% | 87,58% | 3,8 | 3,61 | 0,000860 |
FF_Bp | 10 | 88,63% | 85,77% | 87,20% | 3,9 | 3,72 | 0,001092 |
SMDA | 10 | 89,71% | 78,65% | 84,18% | 4,6 | 6,31 | 0,021734 |
LDA | 10 | 90,26% | 72,95% | 81,61% | 5,2 | 5,47 | - |