A Classifier Graph Based Recurring Concept Detection and Prediction Approach

Table 8

Comparison of classification accuracy (%).

	AWE	EB	DWM	OCBoost	RCD	RDP
HyperPlane	86.98 (1)	78.79	75.21	74.81	85.64	84.24
LED	59.94	53.48	69.49 (1)	62.65	67.65	66.89
Random Tree	65.17	66.53	61.25	53.67	67.53	68.89 (1)
SEA	72.01	77.60	85.21 (1)	83.89	81.45	84.65
Elist	54.08	65.36	55.07	51.45	67.89	75.59 (1)
Spam	67.27	70.13	78.79 (1)	72.79	69.19	71.36
Usenet	61.21	79.58 (1)	62.76	63.47	70.78	72.23
Covertype	73.24	66.86	70.63	69.63	78.53	81.69 (1)
Gas Sensor	56.45	57.07	64.30	59.45	62.36	65.59 (1)
Average Rank	4.67	4.11	3.11	4.44	2.78	1.89