Thesis - Performance of tree algorithms simulation

ByChen Hsing-Chun
Data Analytics | Data Application | Product Management
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.
Published: February 02, 2020
bootstrap
variation
undersampling
oversampling
sampling
algorithm
ensemble
unbalanced
Imbalanced
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