Table 6 Kernel ridge regression algorithm statistical parameters using set of different workloads
Workload | Degree | Alpha | R-squared | RRSE |
|---|---|---|---|---|
WordCount | 70 | 1 | 0.999 ± 0.000 | 0.097 ± 0.000 |
3 (default) |  | 0.935 ± 0.002 | 2.039 ± 0.046 | |
SVM | 70 | 1 | 0.999 ± 0.000 | 0.083 ± 0.003 |
3 (default) |  | 0.860 ± 0.001 | 2.434 ± 0.010 | |
Pagerank | 70 | 1 | 0.999 ± 0.000 | 6.507 ± 0.025 |
3 (default) |  | 0.932 ± 0.001 | 53.885 ± 0.376 | |
Kmeans | 30 | 1 | 0.999 ± 0.000 | 7.868 ± 0.290 |
3 (default) |  | 0.947 ± 0.008 | 119.551 ± 8.875 | |
Graph (NWeight) | 30 | 1 | 0.996 ± 0.000 | 0.239 ± 0.010 |
3 (default) |  | 0.900 ± 0.015 | 1.242 ± 0.0411 |