Computational Intelligence and Neuroscience / 2018 / Article / Tab 6

Research Article

A Classifier Graph Based Recurring Concept Detection and Prediction Approach

Table 6

Description of the nine datasets.

DatasetInstancesAttributesDrift typeNoise

HyperPlane1M10gradual5%
LED1M24sudden15%
Random Tree1M10recurring0%
SEA1M3sudden recurring10%
Elist1, 500913recurring-
Spam9, 324850gradual-
Usenet5, 931658unknown-
Covertype581K53unknown-
Gas Sensor13, 910128unknown-