A Classifier Graph Based Recurring Concept Detection and Prediction Approach

Table 10

Comparison of memory consumption (MB).

	AWE	EB	DWM	OCBoost	RCD	RDP
HyperPlane	25.98	28.79	10.21 (1)	13.81	13.90	16.24
LED	29.90	39.90	20.34	2.65 (1)	13.78	6.89
Random Tree	45.17	78.53	18.28	34.07	23.07	10.89 (1)
SEA	412.01	343.30	36.89 (1)	68.65	73.12	78.21
Elist	80.35	89.45	13.60 (1)	34.82	44.48	42.58
Spam	25.98	24.79	20.01	22.36	4.81 (1)	16.24
Usenet	39.90	23.78	22.24	2.65 (1)	20.24	16.89
Covertype	45.17	78.53	10.20 (1)	23.07	10.89	26.25
Gas Sensor	412.01	543.30	410.21	376.89	326.07	308.65 (1)
Average Rank	5.33	5.67	2.33	2.44	2.67	2.56