Table 8 The influence of the number of classifiers on classification results
Number of sub-classifiers (Deviations) | Kernel | SD_GraTrans_Opt_SamSel+TD_train (Mean, std) | SD_GraTrans_FG + TD_train (Mean, std) | TD_train (Mean, std) |
|---|---|---|---|---|
25 | Linear | (81.67%, 0) | (71.67%, 0) | (71.67%, 0) |
RBF | (78.33%, 0) | (78.33%, 0) | (76.67%, 0) | |
10 | Linear | (81.67%, 0.0079) | (79.67%, 0.0189) | (71.67%, 0) |
RBF | (74.33%, 0.0161) | (77.5%, 0.0425) | (76.67%, 0) | |
5 | Linear | (81.33%, 0.0070) | (80%, 0.0192) | (71.67%, 0) |
RBF | (74.67%, 0.0205) | (76.33%, 0.0362) | (76.67%, 0) |