Table 2 Results for each iteration and random sample
From: Iterative guided machine learning-assisted systematic literature reviews: a diabetes case study
| Â | Relevant training sample (iteration) | Non-relevant sample (iteration) | Threshold selected (iteration) | Articles for review (iteration) | Relevant articles (iteration) | Non-relevant articles (iteration) | Total articles reviewed (cumulative) | Total articles not reviewed (cumulative) |
|---|---|---|---|---|---|---|---|---|
First iteration | 15 | 40 | 0.4 | 458 | 155 | 303 | 513 | 2624 |
Second iteration | 170 | 343 | 0.3 | 260 | 43 | 217 | 773 | 2364 |
Third iteration | 213 | 560 | 0.3 | 45 | 0 | 45 | 818 | 2319 |
Fourth iteration | 213 | 605 | Not selected | N/A | N/A | N/A | 818 | 2319 |
Random sample | N/A | N/A | N/A | 156 | 1 | 155 | 974 | 2163 |