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
- Patent Title: Efficient data layout techniques for fast machine learning-based document ranking
- Patent Title (中): 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
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Application No.: US12211636Application Date: 2008-09-16
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Publication No.: US08533129B2Publication Date: 2013-09-10
- Inventor: Arun Kejariwal , Girish Vaitheeswaran , Sapan Panigrahi
- Applicant: Arun Kejariwal , Girish Vaitheeswaran , Sapan Panigrahi
- Applicant Address: US CA Sunnyvale
- Assignee: Yahoo! Inc.
- Current Assignee: Yahoo! Inc.
- Current Assignee Address: US CA Sunnyvale
- Agency: Greenberg Traurig, LLP
- Agent James J. DeCarlo
- Main IPC: G06F15/18
- IPC: G06F15/18

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.
Public/Granted literature
- US20100070457A1 Efficient Data Layout Techniques for Fast Machine Learning-Based Document Ranking Public/Granted day:2010-03-18
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