TABLE 8. Performance Measures of Classifiers to Detect Swallow Material Using HRCA Signal Features of Barium and Water Swallows Without Dimensionality Reduction.

Classifier	Overall Accuracy	Barium Sensitivity	Water Sensitivity	Barium Predictive Value	Water Predictive Value
SVM	63.186%	61.263%	65.041%	63.125%	63.813%
Naïve Bayes	58.853%	29.519%	87.139%	69.924%	56.267%
K-Means	50.980%	31.252%	70.004%	57.515%	48.989%