Computational Intelligence and Neuroscience / 2018 / Article / Tab 10

Research Article

A Classifier Graph Based Recurring Concept Detection and Prediction Approach

Table 10

Comparison of memory consumption (MB).

AWEEBDWMOCBoostRCDRDP

HyperPlane25.98 28.79 10.21 (1) 13.81 13.90 16.24
LED29.90 39.90 20.34 2.65 (1)13.78 6.89
Random Tree45.17 78.53 18.28 34.07 23.07 10.89 (1)
SEA412.01 343.30 36.89 (1)68.65 73.12 78.21
Elist80.35 89.45 13.60 (1)34.82 44.48 42.58
Spam25.98 24.79 20.01 22.36 4.81 (1)16.24
Usenet39.90 23.78 22.24 2.65 (1)20.24 16.89
Covertype45.17 78.53 10.20 (1)23.07 10.89 26.25
Gas Sensor412.01 543.30 410.21 376.89 326.07 308.65 (1)
Average Rank5.335.672.332.442.672.56