Number of samples in TD | Kernel type | SD_GraTrans_Opt_SamSel+TD_train (Mean, std) | SD_GraTrans_FG+TD_train (Mean, std) | TD_train (Mean, std) |
---|---|---|---|---|
60 | Linear | (81.67%, 0) | (71.67%, 0) | (71.67%, 0) |
RBF | (78.33%, 0) | (78.33%, 0) | (76.67%, 0) | |
40 | Linear | (77.29%, 0.0505) | (77.29%, 0.0376) | (75.21%, 0.0538) |
RBF | (77.25%, 0.0362) | (77.75%, 0.0416) | (75.5%, 0.0705) | |
20 | Linear | (75.5%, 0.1322) | (73.5%, 0.1292) | (72.5%, 0.1112) |
RBF | (69.5%, 0.1707) | (67%, 0.1844) | (73.5%, 0.0747) |