Table 4:
Overall F-measure and computational time comparison for the three classifiers in diagnostic performance.
FPNN
FPSVM
FSBELM
Training time(over TRAIN)
271.4 ms
61.6 ms
16.6 ms
Diagnostic time(over TEST)
298.5 ms
57.1 ms
9.1 ms
Overall F-measure
0.7691
0.8728
0.9640