. Author manuscript; available in PMC: 2018 Nov 13.

Published in final edited form as: IEEE Intell Inform Bull. 2017 Aug;18(1):15–19.

TABLE III.

Recommendation evaluation on trauma resuscitation process dataset. The format α (τ) represents the regression model result A and the baseline (ZeroR) result (T). Rec NC stands for recommended number of clusters.

	Trauma Resuscitation Data
Rec NC	ED(2), SP (2), Time-warping (2)
Metrics	F-Score	G-means
ED + HC	0.634 (0.654)	0.448 (0.428)
ED + DPC	0.692 (0.686)	0.436 (0.413)
ED + APC	0.346 (0.353)	0.392 (0.500)
SP + HC	0.637 (0.533)	0.603 (0.471)
SP + DPC	0.637 (0.533)	0.603 (0.471)
SP + APC	0.645 (0.519)	0.591 (0.475)
TwS-PT + HC	0.526 (0.392)	0.520 (0.497)
TwS-PT + DPC	0.713 (0.670)	0.556 (0.421)
TwS-PT + APC	0.767 (0.366)	0.683 (0.499)