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Regression on ailerons

0.318Mean ErrorRe-LSSVM
0.284360.511430.73850.96557Sep 15, 2022

Evaluation results

MethodLinks
Re-LSSVMe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.2, t2=1.9, Noise=0.12022.090.3180.01
Huber Lassoe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.2, t2=1.9, Noise=0.12022.090.3990.003
Huber Lassoe=0.2, α=0.0016, σ=0.5, t1=1.9, θ=0.2, t2=1.9, Noise=0.32022.090.4070.003
Huber Lassoe=0.1, α=0.0001, σ=0.8, t1=1.9, θ=0.4, t2=1.8, Noise=0.22022.090.410.003
RLSSVMe=0.2, α=0.0016, σ=0.5, t1=1.9, θ=0.2, t2=1.9, Noise=0.32022.090.4190.079
Huber Lassoe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.9, t2=1.8, Noise=0.42022.090.4280.005
RLSSVMe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.2, t2=1.9, Noise=0.12022.090.4490.107
Huber Lassoe=0.1, α=0.0008, σ=0.8, t1=1.9, θ=0.2, t2=1.9, Noise=0.52022.090.4520.003
Huber Lassoe=0.2, α=0.0018, σ=0.8, t1=1.9, θ=0.3, t2=1.7, Noise=0.62022.090.4780.003
GAGAe=0.2, α=0.0016, σ=0.5, t1=1.9, θ=0.2, t2=1.9, Noise=0.32022.090.4890.002
GAGAe=0.1, α=0.0001, σ=0.8, t1=1.9, θ=0.4, t2=1.8, Noise=0.22022.090.490.002
GAGAe=0.2, α=0.0018, σ=0.8, t1=1.9, θ=0.3, t2=1.7, Noise=0.62022.090.490.015
GAGAe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.2, t2=1.9, Noise=0.12022.090.4910.001
GAGAe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.9, t2=1.8, Noise=0.42022.090.4910.001
GAGAe=0.1, α=0.0008, σ=0.8, t1=1.9, θ=0.2, t2=1.9, Noise=0.52022.090.4910.001
Re-LSSVMe=0.1, α=0.0001, σ=0.8, t1=1.9, θ=0.4, t2=1.8, Noise=0.22022.090.4990.01
RLSSVMe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.9, t2=1.8, Noise=0.42022.090.50.05
RLSSVMe=0.2, α=0.0018, σ=0.8, t1=1.9, θ=0.3, t2=1.7, Noise=0.62022.090.5650.044
RLSSVMe=0.1, α=0.0001, σ=0.8, t1=1.9, θ=0.4, t2=1.8, Noise=0.22022.090.5730.082
Re-LSSVMe=0.2, α=0.0016, σ=0.5, t1=1.9, θ=0.2, t2=1.9, Noise=0.32022.090.6960.018
RLSSVMe=0.1, α=0.0008, σ=0.8, t1=1.9, θ=0.2, t2=1.9, Noise=0.52022.090.7050.052
Re-LSSVMe=0.2, α=0.0006, σ=0.7, t1=1.9, θ=0.9, t2=1.8, Noise=0.42022.090.8770.014
Re-LSSVMe=0.1, α=0.0008, σ=0.8, t1=1.9, θ=0.2, t2=1.9, Noise=0.52022.091.1180.017
Re-LSSVMe=0.2, α=0.0018, σ=0.8, t1=1.9, θ=0.3, t2=1.7, Noise=0.62022.091.1590.025