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Which of the following techniques can help prevent overfitting in decision trees? a . Decreasing the number of features used for splitting b . Increasing
Which of the following techniques can help prevent overfitting in decision trees?
a Decreasing the number of features used for splitting
b Increasing the maximum depth of the tree
c Increasing the impurity threshold for splitting nodes
d Decreasing the minimum samples required to split a node
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Machine Learning And Knowledge Discovery In Databases European Conference Ecml Pkdd 2015 Porto Portugal September 7 11 2015 Proceedings Part 1 Lnai 9284
Authors: Annalisa Appice ,Pedro Pereira Rodrigues ,Vitor Santos Costa ,Carlos Soares ,Joao Gama ,Alipio Jorge
1st Edition
3319235273, 978-3319235271
