TABLE 4. Classification Based on HBC Features for LFA.

Accuracy (%)
Classifiers	(10,45)	(15,30)	(30,15)	(45,10)	(90,5)	Mean ± SD
SVM	92.69	91.44	92.96	94.44	90.00	92.31 ± 1.67
KNN	87.44	84.21	89.54	86.11	75.28	84.52 ± 5.52
LDA	92.59	93.47	93.06	92.78	91.11	92.60 ± 0.90
DT	86.54	84.77	85.28	82.78	83.89	84.65 ± 1.42
NB	89.14	88.19	80.19	85.97	80.56	84.81 ±4.21
LSTM	95.80	94.81	94.17	92.92	93.06	94.15 ± 1.21