Concepedia

Application of the random forest algorithm to predict skilled birth attendance and identify determinants among reproductive-age women in 27 Sub-Saharan African countries; machine learning analysis

Eliyas Addisu Taye, Eden Yitbarek Woubet, Gabrela Yimer Hailie, Fetlework Gubena Arage, Tigabu Eskeziya Zerihun, Tarekegn Cheklie Zeleke, Abel Temeche Kassaw

BMC Public Health · 2025 · 10 citations · 52 references

DOIFull text

Open access

References

52

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

RANDOM FORESTS FOR CLASSIFICATION IN ECOLOGY

D. Richard Cutler, Thomas C. Edwards, Karen H. Beard et al. · Ecology · 2007 · 4.6K citations

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Statistics versus machine learning

Danilo Bzdok, Naomi Altman, Martin Krzywinski · Nature Methods · 2018 · 1.4K citations · Full text

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Machine Learning and Prediction in Medicine — Beyond the Peak of Inflated Expectations

Jonathan H. Chen, Steven M. Asch · New England Journal of Medicine · 2017 · 1.1K citations · Full text

, , +21

Data science and prediction

Vasant Dhar · Communications of the ACM · 2013 · 807 citations

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