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Decision trees / Pruning / Decision tree learning / Regression analysis / Gradient boosting
Date: 2012-12-13 10:18:43
Decision trees
Pruning
Decision tree learning
Regression analysis
Gradient boosting

Chapter 4 O verf itt ing Avoi dance i n Regressi on Trees This chapter describes several approaches that try to avoid overfitting of the training data with too complex trees. In the context of tree-based models these str

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