Regression on ailerons
0.318Mean ErrorRe-LSSVM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Re-LSSVMe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.2, t2=1.9, Noise=0.12022.09 | 0.318 | 0.01 | |
| Huber Lassoe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.2, t2=1.9, Noise=0.12022.09 | 0.399 | 0.003 | |
| Huber Lassoe=0.2, α=0.0016, σ=0.5, t1=1.9, θ=0.2, t2=1.9, Noise=0.32022.09 | 0.407 | 0.003 | |
| Huber Lassoe=0.1, α=0.0001, σ=0.8, t1=1.9, θ=0.4, t2=1.8, Noise=0.22022.09 | 0.41 | 0.003 | |
| RLSSVMe=0.2, α=0.0016, σ=0.5, t1=1.9, θ=0.2, t2=1.9, Noise=0.32022.09 | 0.419 | 0.079 | |
| Huber Lassoe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.9, t2=1.8, Noise=0.42022.09 | 0.428 | 0.005 | |
| RLSSVMe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.2, t2=1.9, Noise=0.12022.09 | 0.449 | 0.107 | |
| Huber Lassoe=0.1, α=0.0008, σ=0.8, t1=1.9, θ=0.2, t2=1.9, Noise=0.52022.09 | 0.452 | 0.003 | |
| Huber Lassoe=0.2, α=0.0018, σ=0.8, t1=1.9, θ=0.3, t2=1.7, Noise=0.62022.09 | 0.478 | 0.003 | |
| GAGAe=0.2, α=0.0016, σ=0.5, t1=1.9, θ=0.2, t2=1.9, Noise=0.32022.09 | 0.489 | 0.002 | |
| GAGAe=0.1, α=0.0001, σ=0.8, t1=1.9, θ=0.4, t2=1.8, Noise=0.22022.09 | 0.49 | 0.002 | |
| GAGAe=0.2, α=0.0018, σ=0.8, t1=1.9, θ=0.3, t2=1.7, Noise=0.62022.09 | 0.49 | 0.015 | |
| GAGAe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.2, t2=1.9, Noise=0.12022.09 | 0.491 | 0.001 | |
| GAGAe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.9, t2=1.8, Noise=0.42022.09 | 0.491 | 0.001 | |
| GAGAe=0.1, α=0.0008, σ=0.8, t1=1.9, θ=0.2, t2=1.9, Noise=0.52022.09 | 0.491 | 0.001 | |
| Re-LSSVMe=0.1, α=0.0001, σ=0.8, t1=1.9, θ=0.4, t2=1.8, Noise=0.22022.09 | 0.499 | 0.01 | |
| RLSSVMe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.9, t2=1.8, Noise=0.42022.09 | 0.5 | 0.05 | |
| RLSSVMe=0.2, α=0.0018, σ=0.8, t1=1.9, θ=0.3, t2=1.7, Noise=0.62022.09 | 0.565 | 0.044 | |
| RLSSVMe=0.1, α=0.0001, σ=0.8, t1=1.9, θ=0.4, t2=1.8, Noise=0.22022.09 | 0.573 | 0.082 | |
| Re-LSSVMe=0.2, α=0.0016, σ=0.5, t1=1.9, θ=0.2, t2=1.9, Noise=0.32022.09 | 0.696 | 0.018 | |
| RLSSVMe=0.1, α=0.0008, σ=0.8, t1=1.9, θ=0.2, t2=1.9, Noise=0.52022.09 | 0.705 | 0.052 | |
| Re-LSSVMe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.9, t2=1.8, Noise=0.42022.09 | 0.877 | 0.014 | |
| Re-LSSVMe=0.1, α=0.0008, σ=0.8, t1=1.9, θ=0.2, t2=1.9, Noise=0.52022.09 | 1.118 | 0.017 | |
| Re-LSSVMe=0.2, α=0.0018, σ=0.8, t1=1.9, θ=0.3, t2=1.7, Noise=0.62022.09 | 1.159 | 0.025 |