Table 1 Comparison of four proposed algorithms on the UCI dataset
From: Design of a reservoir for cloud-enabled echo state network with high clustering coefficient
Algorithms | Criteria | UCI dataset | ||||||
|---|---|---|---|---|---|---|---|---|
Iris | Wine | CMC | Bupa | Vowel | Cancer | Thyroid | ||
K-means | MSE | 97.27 | 18090 | 321.3 | 5543.99 | 152501.2 | 3056.4 | 1980.3 |
GA | MSE | 96.67 | 16298 | 312.5 | 5532.5 | 149121 | 3041.9 | 1891.5 |
DE | MSE | 96.67 | 16296 | 312.5 | 5638.22 | 160171.2 | 3041.9 | 1882.1 |
PSO | MSE | 96.67 | 16298 | 312.5 | 5532.21 | 148971 | 3041.7 | 1867.5 |