Concepedia

Predicting the risk of diabetic retinopathy using explainable machine learning algorithms

Md Merajul Islam, Md. Jahanur Rahman, Md. Symun Rabby, Md. Jahangir Alam, S.M. Ashikul Islam Pollob, N.A.M. Faisal Ahmed, Most. Tawabunnahar, Dulal Chandra Roy, J. P. Shin, Md. Maniruzzaman

Diabetes & Metabolic Syndrome Clinical Research & Reviews · 2023 · 26 citations · 47 references

DOI

Concepts

References

47

Random Forests

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

Regression Shrinkage and Selection Via the Lasso

Robert Tibshirani · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1996 · 50.3K citations

, , +14

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 39.8K citations · Full text

On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper)

Dagstuhl Research Online Publication Server · 2024 · 13.1K citations · Full text

An introduction to variable and feature selection

GuyonIsabelle, ElisseeffAndré · Journal of Machine Learning Research · 2003 · 7.8K citations

, , +13