Research Article
Application of Stochastic Gradient Boosting Approach to Early Prediction of Safety Accidents at Construction Site
Table 1
Fatal injuries in the Korean construction industry and overall industry.
| Year | Construction (persons) (A) | Overall (persons) (B) | Remark (%) ((A/B) ∗ 100) |
| 2016 | 554 | 1,777 | 31.18 | 2015 | 493 | 1,810 | 27.24 | 2014 | 486 | 1,850 | 26.27 | 2013 | 567 | 1,929 | 29.39 | 2012 | 496 | 1,864 | 26.61 | Sum | 2,596 | 9,230 | — |
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