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K means K Batch Means
CJ Park edited this page Aug 22, 2016
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4 revisions
| Clustering Method | Number of Documents | Number of Max. Clusters | Time Taken (S) |
|---|---|---|---|
| MBK | 100 | 20 | 1.01173400879 |
| MBK | 100 | 20 | 1.18530797958 |
| MBK | 100 | 20 | 1.39109396935 |
| MBK | 100 | 20 | 1.7617790699 |
| MBK | 100 | 20 | 1.22985291481 |
| MBK | 100 | 20 | 1.03493309021 |
| MBK | 100 | 20 | 1.23153305054 |
| MBK | 100 | 20 | 1.10249686241 |
| MBK | 100 | 20 | 1.13044404984 |
| MBK | 100 | 20 | 1.09550213814 |
| KM | 100 | 20 | 0.818595170975 |
| KM | 100 | 20 | 0.754163980484 |
| KM | 100 | 20 | 1.07175707817 |
| KM | 100 | 20 | 0.746320962906 |
| KM | 100 | 20 | 0.679845094681 |
| MBK | 200 | 40 | 6.9910800457 |
| KM | 200 | 40 | 4.53127598763 |
| KM | 200 | 40 | 4.2414791584 |
| KM | 200 | 40 | 4.91409397125 |
| KM | 200 | 40 | 5.27523779869 |
| KM | 200 | 40 | 4.19079399109 |