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METHOD AND APPARATUS FOR DECISION TREE BASED SEARCH RESULT RANKING

机译:基于决策树的搜索结果排序的方法和装置

摘要

A method of decision tree based search result ranking includes obtaining a training data set for generating at least one decision tree, the training data set having N training features and N greater than or equal to 2. The method further includes dividing a computational system of decision trees into N feature work groups corresponding to the N training features respectively, and by use of the feature work groups, computing splitting nodes and splitting values corresponding to the splitting nodes for the decision trees. The method also includes generating the decision trees using the computed splitting nodes and the corresponding splitting values; and ranking search results using the decision trees.
机译:一种基于决策树的搜索结果排名的方法,包括获得用于生成至少一个决策树的训练数据集,该训练数据集具有N个训练特征且N大于或等于2。该方法还包括划分决策的计算系统分为分别对应于N个训练特征的N个特征工作组,并利用特征工作组计算决策树的分裂节点和分裂节点对应的分裂值。该方法还包括使用计算出的分割节点和相应的分割值来生成决策树;以及并使用决策树对搜索结果进行排名。

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