Rokach,Lior. Maimon ,Oded.2008. Data Mining With Decision Tree : Theory and Applications. World Scientific Publishing Co. Pte. Ltd : USALior Rokach, Oded Maomom,"Data Mining with Decision Tree: Theory and Application", World scientific publishing Co. Pte Ltd., Springer-Verlag, July- 2010.L...
决策树(Decision Tree)是数据挖掘中一种最基本的分类与回归方法,与其他的算法相比,决策树的原理浅显易懂,计算复杂度较小,而且输出结果易于理解,因此在实际中有着广泛的应用。 一个简单的决策树示例(图片来源:机器学习 (豆瓣)): 决策树可以被认为是一种'if-then'规则的集合。它由节点和有向边组成,内部节点代表...
What is Data Mining? Learn about meaning of data mining, its funtions, features, application, tools, data mining architecture, techniques and more.
Decision tree:This data mining technique uses classification or regression analytics to classify or predict potential outcomes based on a set of decisions. As thedecision treename suggests, it uses a tree-like visualization to represent the potential outcomes of these decisions. K-nearest neighbor (K...
Some of the well-known data mining methods are decision tree analysis, Bayes theorem analysis, Frequent item-set mining, etc. The software market has many open-source as well as paid tools for data mining such as Weka, Rapid Miner, and Orange data mining tools. ...
Discover what data mining is, how it works, and its benefits. Learn about data mining techniques and real-world applications in retail, healthcare, manufacturing, and more.
Data Mining with Decision Trees-Theory and Applications; Series in Machine Perception and Artificial Intelligence; World Scientific: Singapore, 2007; Volume 69. [Google Scholar] Agrawal, R.; Srikant, R. Fast algorithms for mining association rules in large databases. In VLDB; Bocca, J.B., ...
With a clean data set in hand, it's time to crunch the numbers. Data scientists use the types of data mining above to search for relationships, trends, associations, or sequential patterns. The data may also be fed intopredictive modelsto assess how previous bits of information may translate...
2) decision tree mining 决策树挖掘 例句>> 3) data mining and DSS 数据挖掘和决策支持4) decision mining 决策挖掘5) data mining 数据挖掘 1. Improvement in second cooling control of slab continuous casting by data mining technology; 基于数据挖掘技术改进板坯连铸二冷控制 2. Application of ...
Data Mining with Decision Trees:Theory and Applications(2nd Edition) L Rokach,O Maimon - WORLD SCIENTIFIC 被引量: 683发表: 2014年 DTU: A Decision Tree for Uncertain Data Qin, B., Xia, Y., Li, F.: DTU: a decision tree for uncertain data. In: Advances in Knowledge Discovery and Data...