Architects Research Society
Nov 17, 2016 · Artificial Intelligence
Comparative Study of Machine Learning Classifiers and Guidance for Algorithm Selection
The article summarizes a JMLR 2014 study that evaluated 179 classifiers across 121 UCI datasets, finding Random Forests and Gaussian‑kernel SVMs to be top performers, provides a review of supervised learning algorithms, and includes visual guidance for selecting appropriate machine‑learning methods.
SVMalgorithm selectionclassifier comparison
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