Centrifuge
面向宏基因组样本的快速分类方法，利用压缩索引在大规模参考数据库上进行高效序列归类。 该工具兼顾速度和内存占用，适合在复杂微生物群落中进行物种鉴定和未知样本初筛。
| Property | Value |
|---|---|
| Purpose | 大规模参考库上的快速宏基因组物种分类 |
| Time Complexity | O(n * log d) |
| Space Complexity | O(d) |
| Year | 2016 |
| Category | Metagenomics |
Complexity Analysis
- Time Complexity:
O(n * log d) - Space Complexity:
O(d)
Performance Insight: The time complexity of this algorithm is polynomial.
Note: Complexity analysis is based on theoretical models. Actual runtime is affected by input scale, hardware, and implementation optimizations. Benchmark for your specific workload.
Literature & Implementation
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