Multi-class Classification on Grand-averaged Multi-class Datasets (test)
98.6AccuracyRocketStack (Periodic Attention (Rand-λ = 0.05))
Evaluation results
| Method | Links | |
|---|---|---|
| RocketStack (Periodic Attention (Rand-λ = 0.05))Feature selection=Periodic Attention (Rand-λ = 0.05), Ensembling level=L102025.06 | 98.6 | |
| RocketStack (Periodic Autoenc. 3L)Feature selection=Periodic Autoenc. 3L, Ensembling level=L102025.06 | 98.16 | |
| RocketStack (Periodic Attention (Rand-λ = 0.1))Feature selection=Periodic Attention (Rand-λ = 0.1), Ensembling level=L32025.06 | 98.12 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L92025.06 | 98.04 | |
| RocketStack (Each level Attention)Feature selection=Each level Attention, Ensembling level=L52025.06 | 97.68 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L102025.06 | 96.36 | |
| RocketStack (Without feature compression)Feature selection=Without feature compression, Ensembling level=L12025.06 | 94.76 | |
| RocketStack (Periodic Autoenc. 2L)Feature selection=Periodic Autoenc. 2L, Ensembling level=L72025.06 | 94.56 | |
| RocketStack (Periodic SFE (No rand.))Feature selection=Periodic SFE (No rand.), Ensembling level=L12025.06 | 94.42 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L12025.06 | 93.62 | |
| RocketStack (Each level Autoenc. 2L)Feature selection=Each level Autoenc. 2L, Ensembling level=L32025.06 | 91.34 | |
| RocketStack (Each level SFE)Feature selection=Each level SFE, Ensembling level=L102025.06 | 80.84 |