Invention Grant
- Patent Title: System and method for building decision trees in a database
- Patent Title (中): 在数据库中构建决策树的系统和方法
-
Application No.: US11344112Application Date: 2006-02-01
-
Publication No.: US08065326B2Publication Date: 2011-11-22
- Inventor: Wei Li , Shiby Thomas , Joseph Yarmus , Ari W. Mozes , Mahesh Jagannath
- Applicant: Wei Li , Shiby Thomas , Joseph Yarmus , Ari W. Mozes , Mahesh Jagannath
- Applicant Address: US CA Redwood Shores
- Assignee: Oracle International Corporation
- Current Assignee: Oracle International Corporation
- Current Assignee Address: US CA Redwood Shores
- Agency: Murphy & King, P.C.
- Main IPC: G06F7/00
- IPC: G06F7/00 ; G06F17/30

Abstract:
Decision trees are efficiently represented in a relational database. A computer-implemented method of representing a decision tree model in relational form comprises providing a directed acyclic graph comprising a plurality of nodes and a plurality of links, each link connecting a plurality of nodes, encoding a tree structure by including in each node a parent-child relationship of the node with other nodes, encoding in each node information relating to a split represented by the node, the split information including a splitting predictor and a split value, and encoding in each node a target histogram.
Public/Granted literature
- US20070179966A1 System and method for building decision trees in a database Public/Granted day:2007-08-02
Information query