Empirical performance of simple statistical inference-type models with feature extraction in comparison to modern machine learning methods concerning regression and classification problems
<p>While most statistical methods used in the industry are of simple structure -- like decision trees and logistic regression -- many machine learning competitions are won by modern complex methods, which also outperformed the more simple methods in previous benchmark studies. In these benchma...
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| Format: | Thesis |
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2019
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