International Journal of Aerospace Engineering / 2016 / Article / Tab 2

Research Article

Aero Engine Fault Diagnosis Using an Optimized Extreme Learning Machine

Table 2

Mean training and testing accuracy of six methods on different classification problems.

AlgorithmsSatellite imageImage segmentationDiabetes problem
TrainingTestingTrainingTestingTrainingTesting

Q-ELM 0.8900.8760.9650.9600.8540.842
P-ELM0.8840.8720.9380.9470.8360.813
G-ELM 0.8770.8690.9380.9340.8120.804
ELM0.8730.8520.9300.9210.7830.773
SVM0.8790.8700.9310.9160.7920.781
BP0.8560.8490.9190.8920.7850.776