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. Author manuscript; available in PMC: 2015 Feb 1.
Published in final edited form as: Pervasive Mob Comput. 2012 Jul 14;10(Pt B):138–154. doi: 10.1016/j.pmcj.2012.07.003

Table 6.

Classification accuracy for the known set of activities obtained using the different approaches. The value in the parenthesis refers to the average F Score obtained across all activities.

Dataset B1 B2 B3
Baseline 0.58(0.51) 0.48(0.49) 0.67(0.40)
SWTW 0.62(0.55) 0.45(0.55) 0.78(0.48)
TW 0.59(0.53) 0.52(0.54) 0.75(0.50)
SWMI 0.64(0.60) 0.54(0.57) 0.75(0.51)
SWTW+SWMI 0.61(0.54) 0.44(0.52) 0.78(0.47)
PWPA 0.62(0.55) 0.50(0.51) 0.72(0.45)
SWMI+PWPA 0.65(0.61) 0.56(0.61) 0.75(0.48)
DW 0.59(0.58) 0.55(0.58) 0.72(0.56)