Classification on SATIMAGE (test)
88.15AccuracyANT-Soft
Evaluation results
| Method | Links | |
|---|---|---|
| ANT-SoftNumber of Seeds=102026.05 | 88.15 | |
| DTSemNetNf=36, Nc=6, Ns=3104, Height=62026.05 | 87.55 | |
| DTSemNetTraining Time=41s, Number of Seeds=102026.05 | 87.55 | |
| TAONf=36, Nc=6, Ns=3104, Height=62026.05 | 87.41 | |
| DGTNf=36, Nc=6, Ns=3104, Height=62026.05 | 86.64 | |
| CARTNf=36, Nc=6, Ns=3104, Height=no predefined height2026.05 | 84.18 | |
| ANT-HardTraining Time=19s, Number of Seeds=102026.05 | 83.73 | |
| MCLModel=Linear, Trials=10, Presence of unlabeled samples=false, #n=6435, #f=36, #c=62020.01 | 82.1 | |
| FwdModel=Linear, Trials=10, Presence of unlabeled samples=false, #n=6435, #f=36, #c=62020.01 | 77.45 | |
| PCModel=Linear, Trials=10, Presence of unlabeled samples=false, #n=6435, #f=36, #c=62020.01 | 74.05 | |
| MCULModel=Linear, Trials=10, Presence of unlabeled samples=true, #n=6435, #f=36, #c=62020.01 | 51.35 | |
| GAModel=Linear, Trials=10, Presence of unlabeled samples=false, #n=6435, #f=36, #c=62020.01 | 38.32 | |
| MCLModel=Linear, Trials=10, Presence of unlabeled samples=true, #n=6435, #f=36, #c=62020.01 | 21.13 | |
| FwdModel=Linear, Trials=10, Presence of unlabeled samples=true, #n=6435, #f=36, #c=62020.01 | 17.77 | |
| GAModel=Linear, Trials=10, Presence of unlabeled samples=true, #n=6435, #f=36, #c=62020.01 | 17.68 | |
| PCModel=Linear, Trials=10, Presence of unlabeled samples=true, #n=6435, #f=36, #c=62020.01 | 15.92 |