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Results tagged with machine-learning
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user 142904
Machine Learning is a subfield of computer science that draws on elements from algorithmic analysis, computational statistics, mathematics, optimization, etc. It is mainly concerned with the use of data to construct models that have high predictive/forecasting ability. Topics include modeling building, applications, theory, etc.
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Why SMOTE is not used in prize-winning Kaggle solutions?
SMOTE improves prediction performance in a few limited situations. However, generally, it does not work. See https://arxiv.org/abs/2201.08528
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