Fig 12. Classification accuracy using different algorithms after SAE dimension reduction.

Then SAE was applied into the data dimension reduction, the accuracy of the classification result has been further improved, which is shown in Fig 12. And the SAE-RF algorithm improved almost 0.5% compared with PCA-RF.