Research Article

Improving Classification Performance through an Advanced Ensemble Based Heterogeneous Extreme Learning Machines

Table 4

Comparisons of the average accuracy rates with their corresponding standard deviations of all the algorithms on the datasets.

DatasetAELMESVMELML2RELMELMKBaggingDELMEnELMDSELMEAdaboostELM

Iris
Climate
Credit
Wave
Satellite
Firm
Letter
Colon
Liver
Vowel