Classification on Sonar (test)
82.1AccuracyDTSemNet
Evaluation Results
| Method | Links | |
|---|---|---|
| DTSemNetNf=60, Nc=2, Ns=208, Best-performing height=4, Max tree height=42026.05 | 82.1 | |
| DGTNf=60, Nc=2, Ns=208, Best-performing height=4, Max tree height=42026.05 | 80.8 | |
| BQ-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 76.4 | |
| BAEN-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 76.4 | |
| EN-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 76 | |
| BALS-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 76 | |
| ε-BAEN-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 75.5 | |
| ALS-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 74.5 | |
| Pin-SVMKernel=linear, Noise Type=label noise, Noise Level=25%2026.04 | 73.6 | |
| CRO-DTNf=60, Nc=2, Ns=208, Best-performing height=4, Max tree height=42026.05 | 71.7 | |
| TAONf=60, Nc=2, Ns=208, Best-performing height=4, Max tree height=42026.05 | 70.9 | |
| CARTNf=60, Nc=2, Ns=208, Best-performing height=4, Max tree height=42026.05 | 70.6 |