Data set | Workers | AMA method | ADMM-based convex clustering- like method |
---|---|---|---|
\(1000 \times 3\) | 8 | 0.94 | 9.73 |
\(5000 \times 3\) | 25 | 11.35 | 14.15 |
\(10{,}000 \times 3\) | 25 | 61.2 | 22.01 |
\(5000 \times 5\) | 25 | 14.5 | 14.37 |
\(10{,}000 \times 10\) | 25 | 52.63 | 30.29 |
\(200{,}000 \times 3\) | 25 | NA | 564.1 |