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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
Published in:
IDA (2018)
Keyphrases
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real world
probabilistic model
classification models
training data
parameter estimation
neural network
machine learning algorithms
small scale
genetic algorithm
support vector
training set
prior knowledge
model selection
complex systems
machine learning approaches
classification systems