A High Accurate Multiple Classifier System for Entity Resolution Using Resampling and Ensemble Selection

Table 2

Runtime comparison.

	Dataset	Bagging	DREP	Gentle AdaBoost	REA	RES
Synthetic data	breast cancer	989	0.011	1.3	54.3	0.25
	innosphere	178	0.006	0.73	8.5	0.09
	dermatology	533	0.006	0.62	25.3	0.06
	ILPD	336	0.008	0.92	16.0	0.38
	seismic	16527	0.006	1.83	806.8	0.24
	abalone	580	0.005	0.99	27.6	0.18
	vote	83	0.005	3.9	4.0	0.15
	biodeg	50	0.006	6.3	2.4	0.16
	glass	21	0.006	0.2	1.0	0.10
	diabets	17	0.003	1.1	1.5	0.26
Real data	abt_buy	8165	0.006	2.0	391.8	0.27
	amazon_gp	9408	0.006	2.2	437.7	0.27
	dblp_acm	1092	0.014	1.2	51.9	1.0
	dblp_scholar	2235	0.009	1.3	106.6	0.16
	cora	3594	0.006	2.9	135.6	0.2