. Author manuscript; available in PMC: 2015 May 1.

Published in final edited form as: IEEE Trans Biomed Eng. 2015 Jan 9;62(5):1383–1394. doi: 10.1109/TBME.2015.2389149

Table X.

Ranking features by removing one feature at a time using SVM and ℓ = 24 weeks.

Area Under Curve	Feature Removed (in trajectories except for age and gender)

	none	gender	age	Δ_ws,bws	cv_w	Δ_mws,ews	cv_ews	cv_mws	cv_ws	ws

AUC_SS	0.811	0.810	0.781	0.826	0.929	0.812	0.796	0.762	0.751	0.687
AUC_PR	0.709	0.599	0.685	0.730	0.779	0.709	0.668	0.656	0.668	0.531