Table 5.

The fragment selection performance of CPTAgg and BNPTL. The numbers 25% and 50% indicate different portions of irrelevant fragments in the sources. Note that chance here is much lower than 75/50% due to unknown network correspondence.

	25% random CPTs
Name
	Fragment Accuracy		KLD
	CPTAgg	BNPTL	STL	CPTAgg	BNPTL
Weather	61.0%*	90.0%	0.03±0.02*	0.01±0.00	0.01±0.00
Cancer	94.8%	96.0%	0.33±0.31	0.14±0.09	0.07±0.05
Asia	78.0%*	97.5%	0.85±0.18*	0.67±0.14*	0.18±0.00
Insurance	82.4%	70.7%*	1.82±0.16*	1.01±0.04*	0.74±0.02
Alarm	61.7%	58.8%*	2.43±0.15*	1.60±0.27*	0.57±0.02
Hailfinder	75.5%	62.4%*	2.85±0.03*	2.04±0.03*	0.79±0.02
Average	75.6%	79.2%	1.38±0.14	0.91±0.10	0.39±0.02
	50% random CPTs
Weather	57.0%*	74.5%	0.03±0.02*	0.01±0.00	0.01±0.00
Cancer	79.2%	82.4%	0.33±0.31	0.13±0.07	0.08±0.04
Asia	61.5%*	80.8%	0.85±0.18*	0.42±0.19	0.20±0.01
Insurance	65.9%	51.9%*	1.82±0.16*	0.97±0.05	0.90±0.04
Alarm	51.0%	46.4%*	2.43±0.15*	1.38±0.17*	0.63±0.04
Hailfinder	65.7%	49.9%*	2.85±0.03*	2.07±0.03*	0.43±0.02
Average	63.4%	64.3%	1.38±0.14	0.83±0.09	0.38±0.03