A Classifier Graph Based Recurring Concept Detection and Prediction Approach

Table 6

Description of the nine datasets.

Dataset	Instances	Attributes	Drift type	Noise
HyperPlane	1M	10	gradual	5%
LED	1M	24	sudden	15%
Random Tree	1M	10	recurring	0%
SEA	1M	3	sudden recurring	10%
Elist	1, 500	913	recurring	-
Spam	9, 324	850	gradual	-
Usenet	5, 931	658	unknown	-
Covertype	581K	53	unknown	-
Gas Sensor	13, 910	128	unknown	-