Concepedia

Demystifying Statistics and Machine Learning in Analysis of Structured Tabular Data

Bardia Khosravi, Alexander D. Weston, Fred Nugen, John P. Mickley, Hilal Maradit Kremers, Cody C. Wyles, Rickey E. Carter, Michael J. Taunton

The Journal of Arthroplasty · 2023 · 22 citations · 17 references

DOIFull text

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Concepts

References

17

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

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The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Zigang Lu · Journal of the Royal Statistical Society Series A (Statistics in Society) · 2010 · 12.8K citations

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Predicting the Future — Big Data, Machine Learning, and Clinical Medicine

Ziad Obermeyer, Ezekiel Emanuel · New England Journal of Medicine · 2016 · 3.5K citations · Full text

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Science and Statistics

George E. P. Box · Journal of the American Statistical Association · 1976 · 2.3K citations

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