Research Article
On the Accuracy and Parallelism of GPGPU-Powered Incremental Clustering Algorithms
Table 1
Comparison of final cluster number.
| ā | Demo algorithm | Benchmark algorithm | ā | | | | | | |
| Boat | 2372 | 1444 | 589 | 2517 | 1536 | 632 | Cars | 2348 | 1151 | 261 | 2481 | 1133 | 270 | f16 | 1388 | 749 | 406 | 1469 | 827 | 356 | Hill | 2466 | 1552 | 525 | 2540 | 1623 | 540 | Peppers | 1715 | 845 | 385 | 1838 | 943 | 413 | Sailboat | 2208 | 1762 | 1051 | 2326 | 1817 | 1106 | Stream | 2558 | 2312 | 1524 | 2656 | 2437 | 1574 | Tank | 2374 | 1137 | 172 | 2425 | 1146 | 178 | Truck | 1631 | 986 | 339 | 1700 | 996 | 338 | Trucks | 2607 | 2256 | 681 | 2766 | 2360 | 693 |
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