Computational Intelligence and Neuroscience / 2018 / Article / Tab 8

Research Article

A Classifier Graph Based Recurring Concept Detection and Prediction Approach

Table 8

Comparison of classification accuracy (%).

AWEEBDWMOCBoostRCDRDP

HyperPlane86.98 (1)78.79 75.21 74.81 85.64 84.24
LED59.94 53.48 69.49 (1)62.65 67.65 66.89
Random Tree65.17 66.53 61.25 53.67 67.53 68.89 (1)
SEA72.01 77.60 85.21 (1)83.89 81.45 84.65
Elist54.08 65.36 55.07 51.45 67.89 75.59 (1)
Spam67.27 70.13 78.79 (1)72.79 69.19 71.36
Usenet61.21 79.58 (1)62.76 63.47 70.78 72.23
Covertype73.24 66.86 70.63 69.63 78.53 81.69 (1)
Gas Sensor56.45 57.07 64.30 59.45 62.36 65.59 (1)
Average Rank4.674.113.114.442.781.89