DocumentCode
401799
Title
Application of decision tree algorithm on three-dimensions drilling speed equation
Author
Ding, Hua ; Zhang, Shao-Zhong ; Wang, Xiu-Kun
Author_Institution
Dept. of Comput. Sci., Dalian Univ. of Technol., China
Volume
4
fYear
2003
fDate
2-5 Nov. 2003
Firstpage
2223
Abstract
The paper introduces the general situation of theory research on reciprocity between drilling bit and stratum and the research on decision tree. After one kind of three-dimensions drilling speed equation method is given, the paper presents the solution of the equation. Based on the information of the practice well already gotten, the paper concludes new information about the stratum and drilling bit of it can be used in the course of decision. The paper puts up different decision tree by the two algorithms of ID3 and EMID, analysis and compares the benefits and shortages of the two algorithms.
Keywords
decision trees; learning (artificial intelligence); decision tree algorithm; drilling bit; three-dimension drilling speed equation; Algorithm design and analysis; Anisotropic magnetoresistance; Application software; Classification tree analysis; Computer science; Decision trees; Drilling; Equations; Mutual information; Paper technology;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN
0-7803-8131-9
Type
conf
DOI
10.1109/ICMLC.2003.1259876
Filename
1259876
Link To Document