From: Streaming histogram sketching for rapid microbiome analytics
Sampling interval (no. reads) | Runtime to reach initial classification (seconds) | Initial classification probability | Runtime to reach ≥ 0.9 classification probability (seconds) | Sampling intervals to reach ≥ 0.9 classification probability |
---|---|---|---|---|
No interval | 28.38 | 0.99 | 28.38 | na |
1,000,000 | 9.16 | 0.96 | 9.16 | 1 |
100,000 | 2.08 | 0.87 | 2.09 | 2 |
10,000 | 1.91 | 0.82 | 2.17 | 4 |