Table 2 Results
From: Quantitative classification of pediatric swallowing through accelerometry
Classifier | Sensitivity | Specificity | Adjusted | Dimensionality |
|---|---|---|---|---|
(%) | (%) | accuracy (%) | ||
Using 144 features: | ||||
LDA Euclidean | 50.7±7.5 | 74.9±6.9 | 62.8±3.3 | 17 |
LDA Mahalanobis | 69.8±2.1 | 51.4±4.7 | 60.6±1.9 | 16 |
SVM linear | 51.5±2.9 | 72.4±2.7 | 62.0±2.1 | 16 |
SVM RBF | 80.0±7.0 | 81.2±5.3 | 80.6±3.9 | 18 |
Using 48 features: | ||||
SVM RBF | 89.6±0.9 | 92.2±1.6 | 86.9±0.6 | 16 |