. Author manuscript; available in PMC: 2019 Nov 1.

Published in final edited form as: IEEE J Biomed Health Inform. 2018 Jan 25;22(6):1720–1731. doi: 10.1109/JBHI.2018.2798062

Table VII:

Reliable change detection of the imbalanced scores using SMOTEBoost (*: statistically significant improvement (adjusted p<0.005) in comparison to the corresponding pairwise random algorithm). Only TUG_consecutive shows predictability.

	ROC_auc	PRC_auc	Fscore	Sens.
RBANS_baseline:
+total	0.52	0.05	0.00	0.00
+delayedmemory	0.69	0.18	0.31	0.50
+visuospatial	0.45	0.09	0.08	0.08
TUG_baseline	0.48	0.17	0.06	0.11
ArmCurl_consecutive	0.40	0.18	0.13	0.12
RBANS_consecutive:
+delayedmemory	0.40	0.03	0.00	0.00
+visuospatial	0.68	0.20	0.35	0.50
TUG_consecutive	0.56*	0.22*	0.15*	0.50*