Results 191 to 200 of about 4,806,455 (222)
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A New Version of the Fuzzy-ID3 Algorithm
2006In this paper, a new version of the Fuzzy-ID3 algorithm is presented. The new algorithm allows to construct decision trees with smaller number of nodes. This is because of the modification that many different attributes and their values can be assigned to single leaves of the tree.
Łukasz Bartczuk, Danuta Rutkowska
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Classification of Student Achievement Using ID3 Algorithm
Applied Mechanics and Materials, 2012In this paper, ID3 Algorithm in Decision Tree is introduced and used to sort computer operation achievement, give useful information to students and teachers.
Xiao Suo Luo, Ming Hua Jiang
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Application of ID3 Algorithm in Logistics Performance Evaluation
Key Engineering Materials, 2011It is of vital importance to evaluate logistics performance of logistics company along with fiercer competition. ID3 algorithm is an effective method. In this paper, fisrtly we introduce ID3 algorithm. Then we apply it to evaluate logistics performance of a logistics company.
Wan Lian Lan, Yu Kui Sheng
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Implementation of ID3 Algorithm in Asset Inventory Model
2021This paper aims to solve the problem of optimal portfolio of venture capital investment by intelligent algorithm. Using the actual data, this paper constructs the optimal portfolio models based on different risk measures and termination conditions: unit risk return maximization model, VaR risk control model, risk and return preference model.
Huiting Xu +4 more
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RID3: An ID3-like algorithm for real data
Information Sciences, 1997Abstract An ID3-like tree-based classifier named RID3 has been proposed. The classifier requires a ranking of the features according to their discriminability between classes. We propose a simple but effective scheme for feature ranking. RID3 first constructs a preliminary tree with a default threshold at each node.
Aditya Bagchi +2 more
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Application of ID3 Algorithm in Exercise Prescription
2011This paper adopts the ID3 algorithm for mining hidden classification rules from mass students’ physical constitution evaluation and sports training result data. It is helpful for PE teacher on planning exercise prescriptions toward college students with different physical constitution conditions by decision support.
Kun You, Quancheng Zhang, Gang Ma
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Continuous ID3 algorithm with fuzzy entropy measures
[1992 Proceedings] IEEE International Conference on Fuzzy Systems, 2003Fuzzy entropy measures are used to obtain a quick convergence of a continuous ID3 (CID3) algorithm proposed by K.J. Cios and N. Liu (1991), which allows for self-generation of a hierarchical feedforward neural network architecture by converting decision trees into hidden layers of a neural network.
L.M. Sztandera, Krzysztof J. Cios
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ID3 optimization algorithm based on interestingness gain
2011 IEEE 3rd International Conference on Communication Software and Networks, 2011Aimed at the backwards of the information gain in ID3, through the improvement of information gain on interests of the users, and based on the calculating specialties of information gain in ID 3, the article reduces the backwards of decision tree's attribute dependency towards more value by decision tree optimization through twice information gain and ...
Liu Zhongtao, Wang Hong
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A mathematical model based on modified ID3 algorithm for healthcare diagnostics model
International Journal of System Assurance Engineering and Management, 2023Arun Agarwal, Khushboo Jain, R. K. Yadav
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An improved ID3 algorithm based on variable precision neighborhood rough sets
Applied intelligence (Boston), 2023Caihui Liu +3 more
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