Computational Intelligence and Neuroscience / 2018 / Article / Tab 11

Research Article

A Classifier Graph Based Recurring Concept Detection and Prediction Approach

Table 11

Comparison of F1-measure.

AWEEBDWMOCBoostRCDRDP

HyperPlane0.157 (1)0.097 0.068 0.079 0.086 0.094
LED0.118 0.156 0.280 (1)0.262 0.245 0.279
Random Tree0.451 0.345 0.221 0.207 0.477 0.489 (1)
SEA0.089 0.127 0.141 0.189 0.247 (1)0.235
Elist0.098 0.079 0.069 0.058 0.156 0.224 (1)
Spam0.027 0.313 (1)0.169 0.079 0.248 0.216
Usenet0.039 0.033 0.078 (1)0.047 0.057 0.043
Covertype0.120 0.127 0.136 0.073 0.147 0.169 (1)
Gas Sensor0.046 0.037 0.055 0.045 0.047 0.059 (1)
Average Rank4.334.113.564.672.332.00