Invention Grant
US08533129B2 Efficient data layout techniques for fast machine learning-based document ranking 有权
高效的数据布局技术,用于快速的基于机器学习的文档排序

Efficient data layout techniques for fast machine learning-based document ranking
Abstract:
A computer readable medium stores a program for optimization for a search, and has sets of instructions for receiving a first decision tree. The first decision tree includes several nodes, and each node is for comparing a feature value to a threshold value. The instructions are for weighting the nodes within the first decision tree, determining the weighted frequency of a first feature within the first decision tree, and determining the weighted frequency of a second feature within the first decision tree. The instructions order the features based on the determined weighted frequencies, and store the ordering such that values of features having higher weighted frequencies are retrieved more often than values of features having lower weighted frequencies within the first decision tree.
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