Table 1.
Speed comparison between COOBoostR and random-forest algorithm.
| Cancer Type | n | Inspection Type | Average Time (s) | Min Time (s) | Max Time (s) |
|---|---|---|---|---|---|
| Colorectal cancer | 9 | Random forest 1R | 316,777 | 303,240 | 335,601 |
| COOBoostR 1R * | 8 | 6 | 11 | ||
| COOBoostR 100R | 761 | 577 | 1130 | ||
| Esophageal adenocarcinoma Ross-Innes. et al. [4] |
23 | Random forest 1R | 447,082 | 409,602 | 475,357 |
| COOBoostR 1R * | 16 | 10 | 26 | ||
| COOBoostR 100R | 1588 | 1047 | 2615 | ||
| Liver cancer | 64 | Random forest 1R | 456,407 | 370,398 | 720,583 |
| COOBoostR 1R * | 7 | 4 | 15 | ||
| COOBoostR 100R | 707 | 383 | 1484 |
* COOBoostR 1R values were estimated from COOBoostR 100R investigation.