Table 4.

Classification accuracy for (Strong – Light) using LOOCV.

Naïve Bayes		C4.5	Logistic Regression	SVM	K-Nearest	Random Forest	Boosting	Bagging
Chest	64.12%	70.39%	68.94%	68.35%	66.00%	72.35%	62.25%	70.52%
Wrist	74.24%	79.92%	77.85%	78.17%	78.94%	83.05%	79.53%	79.62%
Thigh	60.77%	72.13%	66.55%	64.85%	66.84%	73.78%	63.85%	76.34%