Preimpact Fall Detection for Elderly Based on Fractional Domain

Table 11

of the trained SVM model composed of the angular velocity var. and other features.

Feature	0.1 order	0.2 order	0.3 order	0.4 order	0.5 order	0.6 order	0.7 order	0.8 order	0.9 order
Max	0.977	0.974	0.974	0.974	0.971	0.971	0.971	0.969	0.971
MA	0.977	0.974	0.974	0.974	0.971	0.971	0.971	0.969	0.971
Range	0.977	0.977	0.974	0.974	0.971	0.971	0.971	0.969	0.971
Std.	0.977	0.977	0.974	0.974	0.974	0.971	0.971	0.969	0.971
Var.	0.974	0.974	0.974	0.974	0.971	0.971	0.969	0.969	0.969
RMS	0.971	0.971	0.971	0.971	0.969	0.969	0.969	0.969	0.969
IQR	0.971	0.971	0.971	0.971	0.969	0.966	0.964	0.964	0.964
Mean	0.969	0.971	0.969	0.969	0.969	0.969	0.969	0.969	0.969
PM	0.971	0.969	0.966	0.969	0.969	0.969	0.966	0.966	0.966
PN	0.961	0.958	0.953	0.953	0.953	0.948	0.948	0.945	0.945
Max	0.966	0.961	0.961	0.958	0.953	0.948	0.951	0.943	0.721
MA	0.966	0.964	0.961	0.958	0.953	0.948	0.953	0.943	0.938
Range	0.966	0.964	0.961	0.956	0.953	0.948	0.953	0.945	0.922
Std.	0.961	0.961	0.953	0.953	0.953	0.953	0.948	0	0
Var.	0.958	0.958	0.953	0.953	0.953	0.948	0.864	0.909	0.919
RMS	0.969	0.961	0.956	0.953	0.951	0.948	0.953	0.969	0.953
IQR	0.964	0.961	0.961	0.958	0.953	0.953	0.948	0.945	0.945
Mean	0.977	0.964	0.958	0.953	0.951	0.953	0.956	0.961	0.958
PM	0.961	0.961	0.958	0.953	0.951	0.948	0.948	0.945	0.945
PN	0.958	0.956	0.953	0.961	0.948	0.948	0.945	0.945	0.280