A Classifier Graph Based Recurring Concept Detection and Prediction Approach

Table 9

Comparison of time consumption (Cpu seconds).

	AWE	EB	DWM	OCBoost	RCD	RDP
HyperPlane	13.47 (1)	14.40	59.01	153.08	29.21	35.35
LED	20.98	31.36	10.51 (1)	12.43	19.98	11.24
Random Tree	37.42	38.18	49.53	78.13	31.42	30.24 (1)
SEA	36.41	44.56	20.01	13.87 (1)	26.41	24.05
Elist	17.36	33.45	50.21	22.23	20.11	7.02 (1)
Spam	81.43	63.01	85.23	86.36	60.43 (1)	80.25
Usenet	20.21	26.69	30.21	30.78	28.01	16.69 (1)
Covertype	26.41	13.43	36.06	41.56	6.41 (1)	14.67
Gas Sensor	86.57	90.12	97.79	96.41	80.12	71.21 (1)
Average Rank	3.22	3.56	4.44	4.78	2.67	2.11