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07/31/2020
Rethinking Defaults Values: a Low Cost and Efficient Strategy to Define Hyperparameters
Machine Learning (ML) algorithms have been successfully employed by a va...
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07/25/2019
Towards meta-learning for multi-target regression problems
Several multi-target regression methods were devel-oped in the last year...
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06/04/2019
A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers
For many machine learning algorithms, predictive performance is critical...
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12/05/2018