Multi-label spacecraft electrical signal classification method based on DBN and random forest
Fig 11
Classification accuracy using different algorithms after PCA dimension reduction.
After using the PCA method to reduce the dimension of the data, the classification accuracy was improved, and the PCA-RF algorithm still showed excellent performance, as shown in Fig 11.