Classification and Assessment of the Patelar Reflex Response through Biomechanical Measures

Table 2

Classification accuracy for different feature combinations, showing the LOO CV testing performance.

	Naive Bayes (%)	Tree BAGGER (%)	KNN (%)	SVM (%)
Δa, Vmax	89.62	82.07	86.79	67.92
Δa, Vmax (with PCA)	88.64	83.96	86.79	66.98
Δa, Vmax, Δ1/3	84.9	86.79	83.96	69.81
Δa, Ts	86.79	84.9	35.84	71.69
Δ1/3, Δt1, Δt2	40.56	53.77	53.77	34.9
Δ1/3, Δt1, Δt2 (with PCA)	57.54	55.66	52.86	40.56