Results 161 to 170 of about 3,645 (221)

A hybrid approach for pattern recognition and interpretation in age-related false memory. [PDF]

Front Psychol
Golilarz NA, Hossain E, Rahimi S, Karimi H.   +3 more
europepmc   +1 more source

Comparison of machine learning methods versus traditional Cox regression for survival prediction in cancer using real-world data: a systematic literature review and meta-analysis. [PDF]

BMC Med Res Methodol
Huang Y, Bazzazzadehgan S, Li J, Arabshomali A, Li M, Bhattacharya K, Bentley JP.   +6 more
europepmc   +1 more source

A Study on the Decision Tree Approach for Predicting EO/EG Facility Leakage and Diffusion Hazards. [PDF]

ACS Omega
Cao Q, Zhang Z, Mu Y, Wang Y, Lin Y, Zhou J, Yu A, Liu Y.   +7 more
europepmc   +1 more source

A prototype workbench for the ID3 algorithm

Tsatsarakis, C., Sleeman, D., Tsatsarakis, C., Sleeman, D.   +3 more
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Improved ID3 algorithm

2010 3rd International Conference on Computer Science and Information Technology, 2010
as the classical algorithm of the decision tree classification algorithm, ID3 is famous for the merits of high classifying speed easy, strong learning ability and easy construction. But when use it to classify, there does exist the problem of inclining to chose attributions which has many values, which affects its practicality.
null Liu Yuxun, null Xie Niuniu
openaire   +1 more source

An Improved ID3 Algorithm

Applied Mechanics and Materials, 2013
ID3 algorithm is the earliest and most influential of decision tree algorithm. This paper discusses the basic idea and implementation methods of the ID3 algorithm. A new algorithm based on attribute similarity for multivalued bias of ID3 algorithm was proposed, and the experimental results proved that the improved algorithm has strong predictive ...
Ju Fang Li, Jin Hui Lei, Xiao Xia Zhao, Chang Chang Zhang, Xue Xue Han   +4 more
openaire   +1 more source

Threshold extended ID3 algorithm

SPIE Proceedings, 2012
Information exchange over insecure networks needs to provide authentication and confidentiality to the database in significant problem in datamining. In this paper we propose a novel authenticated multiparty ID3 Algorithm used to construct multiparty secret sharing decision tree for implementation in medical transactions.
A. B. Rajesh Kumar, C. Phani Ramesh, E. Madhusudhan, M. Padmavathamma   +3 more
openaire   +1 more source

An Improved ID3 Decision Tree Algorithm

Advanced Materials Research, 2014
As the classical algorithm of the decision tree classification algorithm, ID3 algorithm is famous for the merits of high classifying speed, strong learning ability and easy construction. But when used to make classification, the problem of inclining to choose attributions which have many values affect its practicality.
Xiao Juan Chen, Zhi Gang Zhang, Yue Tong
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An improved ID3 decision tree algorithm

2009 4th International Conference on Computer Science & Education, 2009
Decision tree is an important method for both induction research and data mining, which is mainly used for model classification and prediction. ID3 algorithm is the most widely used algorithm in the decision tree so far. Through illustrating on the basic ideas of decision tree in data mining, in this paper, the shortcoming of ID3's inclining to choose ...
null Chen Jin, null Luo De-lin, null Mu Fen-xiang   +2 more
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Genetic Algorithm Based Fuzzy ID3 Algorithm

2004
In this paper, we propose a genetic algorithm (GA) based fuzzy ID3 algorithm to construct a fuzzy classification system with both high classification accuracy and compact rule base size. This goal is achieved by two key steps. First, we optimize by GA the parameters controlling the means and variances of fuzzy membership functions and leaf node ...
Jyh-Yeong Chang, Chien-Wen Cho, Su-Hwang Hsieh, Shi-Tsung Chen   +3 more
openaire   +1 more source