Table 4 Results of theoretical and experimental execution time estimation (extracted independently) for the developed tools
From: IRProfiler – a software toolbox for high throughput immune receptor profiling
| Index | Tool | O(·) | R 2 |
|---|---|---|---|
| 1 | Data filtering | O(n) | 0.999808 |
| 2 | Clonotype diversity and expression | O(n) | [0.999508, 0.999717] |
| 3 | Gene usage | O(n) | [0.976990, 0.981139] |
| 4 | Public clonotypes | O(m·n2) | [0.976313, 0.996352] |
| 5 | Exclusive clonotypes | O(n2) | [0.937594, 0.958152] |
| 6 | Gene usage comparison | O(m·n2) | [0.834540, 0.864164] |
