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Improve default base classifiers #143

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luizgh opened this issue Feb 18, 2019 · 0 comments
Open

Improve default base classifiers #143

luizgh opened this issue Feb 18, 2019 · 0 comments
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@luizgh
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luizgh commented Feb 18, 2019

By default, if the pool of classifiers is not informed in the constructor of the DS methods, a Bagging Classifier (with 10 decision trees) is used to generate the pool. However, better methods can be used as default, in particular Self-generating Hyperplanes (SGH) : https://www.sciencedirect.com/science/article/pii/S0031320318302802

@luizgh luizgh added this to the v0.4 milestone Feb 20, 2019
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