On the boosting ability of top-down decision tree learning algorithm for multiclass classification.

arXiv: Learning, Volume abs/1605.05223, 2016.

Cited by: 8|Views18
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Abstract:

We analyze the performance of the top-down multiclass classification algorithm for decision tree learning called LOMtree, recently proposed in the literature Choromanska and Langford (2014) for solving efficiently classification problems with very large number of classes. The algorithm online optimizes the objective function which simulta...More

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