Binary Classification on Grand-averaged Binary Datasets (test)
97.69AccuracyRocketStack (Without feature compression)
Evaluation results
| Method | Links | |
|---|---|---|
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L102025.06 | 97.69 | |
| RocketStack (Periodic SFE (Rand-λ = 0.1))Feature selection=Periodic SFE (Rand-λ = 0.1), Ensembling level=L72025.06 | 97.08 | |
| RocketStack (Periodic SFE (Rand-λ = 0.1))Feature selection=Periodic SFE (Rand-λ = 0.1), Ensembling level=L82025.06 | 97.08 | |
| RocketStack (Periodic SFE (Rand-λ = 0.1))Feature selection=Periodic SFE (Rand-λ = 0.1), Ensembling level=L92025.06 | 97.08 | |
| RocketStack (Periodic SFE (Rand-λ = 0.1))Feature selection=Periodic SFE (Rand-λ = 0.1), Ensembling level=L102025.06 | 97.08 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L82025.06 | 95.07 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L92025.06 | 94.41 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L62025.06 | 93.76 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L82025.06 | 93.68 | |
| RocketStack (Periodic SFE (Rand-λ = 0.05))Feature selection=Periodic SFE (Rand-λ = 0.05), Ensembling level=L102025.06 | 93.54 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L72025.06 | 93.22 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L92025.06 | 93.17 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L82025.06 | 93.08 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L72025.06 | 93.06 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L62025.06 | 92.33 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L102025.06 | 91.94 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L52025.06 | 91.73 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L92025.06 | 91.69 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L72025.06 | 91.56 | |
| RocketStack (Periodic SFE (Rand-λ = 0.05))Feature selection=Periodic SFE (Rand-λ = 0.05), Ensembling level=L92025.06 | 91.22 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L42025.06 | 91 | |
| RocketStack (Periodic SFE (Rand-λ = 0.05))Feature selection=Periodic SFE (Rand-λ = 0.05), Ensembling level=L82025.06 | 91 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L42025.06 | 90.91 | |
| RocketStack (Periodic SFE (Rand-λ = 0.05))Feature selection=Periodic SFE (Rand-λ = 0.05), Ensembling level=L62025.06 | 90.8 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L22025.06 | 90.56 | |
| RocketStack (Periodic SFE (Rand-λ = 0.05))Feature selection=Periodic SFE (Rand-λ = 0.05), Ensembling level=L52025.06 | 90.42 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L102025.06 | 90.41 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L52025.06 | 90.4 | |
| RocketStack (Periodic SFE (Rand-λ = 0.05))Feature selection=Periodic SFE (Rand-λ = 0.05), Ensembling level=L22025.06 | 90.4 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L12025.06 | 90.36 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L12025.06 | 90.35 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L22025.06 | 90.35 | |
| RocketStack (Periodic SFE (Rand-λ = 0.1))Feature selection=Periodic SFE (Rand-λ = 0.1), Ensembling level=L42025.06 | 90.33 | |
| RocketStack (Periodic SFE (Rand-λ = 0.05))Feature selection=Periodic SFE (Rand-λ = 0.05), Ensembling level=L12025.06 | 90.28 | |
| RocketStack (Periodic SFE (Rand-λ = 0.05))Feature selection=Periodic SFE (Rand-λ = 0.05), Ensembling level=L32025.06 | 90.25 | |
| RocketStack (Periodic SFE (Rand-λ = 0.05))Feature selection=Periodic SFE (Rand-λ = 0.05), Ensembling level=L72025.06 | 90.24 | |
| RocketStack (Periodic SFE (Rand-λ = 0.1))Feature selection=Periodic SFE (Rand-λ = 0.1), Ensembling level=L12025.06 | 90.23 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L32025.06 | 90.22 | |
| RocketStack (Periodic SFE (Rand-λ = 0.1))Feature selection=Periodic SFE (Rand-λ = 0.1), Ensembling level=L22025.06 | 90.2 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L62025.06 | 90.19 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L12025.06 | 90.13 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L22025.06 | 90.12 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L42025.06 | 90.09 | |
| RocketStack (Periodic SFE (Rand-λ = 0.05))Feature selection=Periodic SFE (Rand-λ = 0.05), Ensembling level=L42025.06 | 90.08 | |
| RocketStack (Periodic SFE (Rand-λ = 0.1))Feature selection=Periodic SFE (Rand-λ = 0.1), Ensembling level=L32025.06 | 90.06 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L32025.06 | 90.05 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L32025.06 | 89.92 | |
| RocketStack (Periodic SFE (Rand-λ = 0.1))Feature selection=Periodic SFE (Rand-λ = 0.1), Ensembling level=L52025.06 | 89.85 | |
| RocketStack (Periodic SFE (Rand-λ = 0.1))Feature selection=Periodic SFE (Rand-λ = 0.1), Ensembling level=L62025.06 | 89.74 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L52025.06 | 89.37 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=Baseline2025.06 | 88.46 |