Computational Intelligence and Neuroscience / 2018 / Article / Tab 9

Research Article

A Classifier Graph Based Recurring Concept Detection and Prediction Approach

Table 9

Comparison of time consumption (Cpu seconds).

AWEEBDWMOCBoostRCDRDP

HyperPlane13.47 (1)14.40 59.01 153.08 29.21 35.35
LED20.98 31.36 10.51 (1)12.43 19.98 11.24
Random Tree37.42 38.18 49.53 78.13 31.42 30.24 (1)
SEA36.41 44.56 20.01 13.87 (1)26.41 24.05
Elist17.36 33.45 50.21 22.23 20.11 7.02 (1)
Spam81.43 63.01 85.23 86.36 60.43 (1)80.25
Usenet20.21 26.69 30.21 30.78 28.01 16.69 (1)
Covertype26.41 13.43 36.06 41.56 6.41 (1)14.67
Gas Sensor86.57 90.12 97.79 96.41 80.12 71.21 (1)
Average Rank3.223.564.444.782.672.11