Don't Rule Out Simple Models Prematurely: A Large Scale Benchmark Comparing Linear and Non-linear Classifiers in OpenML

Benjamin Strang, Peter van der Putten, Jan N. van Rijn, Frank Hutter. Don't Rule Out Simple Models Prematurely: A Large Scale Benchmark Comparing Linear and Non-linear Classifiers in OpenML. In Wouter Duivesteijn, Arno Siebes, Antti Ukkonen, editors, Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings. Volume 11191 of Lecture Notes in Computer Science, pages 303-315, Springer, 2018. [doi]

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