Thesis - Performance of tree algorithms simulation

Avatar of Chen Hsing-Chun.
Avatar of Chen Hsing-Chun.

Thesis - Performance of tree algorithms simulation

Data Analytics | Data Application | Product Management
Taipei, Taiwan
Looking into the synergy of machine learning algorithms and sampling methods using simulations. --- - Took tree algorithms for example. - Sampling methods promote the result of tree algorithms when not ensembled. When it comes to ensembled ones, sampling methods might introduce or ease the overfitting situation.
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Published: Feb 2nd 2020
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2
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bootstrap
variation
undersampling
oversampling
sampling
algorithm
ensemble
unbalanced
Imbalanced

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