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ID3 algorithm

Known as: Iterative Dichotomiser 3 
In decision tree learning, ID3 (Iterative Dichotomiser 3) is an algorithm invented by Ross Quinlan used to generate a decision tree from a dataset… 
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Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
Detection of Probe Attacks Using Machine Learning Techniques
In recent years, the number of attacks on the computer networks and its components are getting increasing. To protect from these… 
2009
2009
An Improved ID3 Algorithm of Decision Trees
According to the gain information in the ID3 algorithm calculation principle,we use the mathematical equivalence of the… 
2009
2009
An improved Decision Tree classification algorithm based on ID3 and the application in score analysis
The Decision Tree is an important classification method in data mining classification. Aiming at deficiency of ID3 algorism, a… 
2006
2006
A New Version of the Fuzzy-ID3 Algorithm
In this paper, a new version of the Fuzzy-ID3 algorithm is presented. The new algorithm allows to construct decision trees with… 
2005
2005
Classifying Continuous Data Set by ID3 Algorithm
This paper presents a modified version of the ID3 algorithm. The goal is to build the decision tree for classifying the… 
1998
1998
empirical Comparison of Various Discretization Procedures
The genuine symbolic machine learning (ML) algorithms are capable of processing symbolic, categorial data only. However, real… 
1997
1997
A mass assignment based ID3 algorithm for decision tree induction
A mass assignment based ID3 algorithm for learning probabilistic fuzzy decision trees is introduced. Fuzzy partitions are used to… 
Review
1996
Review
1996
Exemplar learning in fuzzy decision trees
  • C. Janikow
  • Proceedings of IEEE 5th International Fuzzy…
  • 1996
  • Corpus ID: 7403168
Decision-tree algorithms provide one of the most popular methodologies for symbolic knowledge acquisition. The resulting… 
Highly Cited
1988
Highly Cited
1988
Experiments on the Costs and Benefits of Windowing in ID3
Highly Cited
1988
Highly Cited
1988
Using Concept Learning for Knowledge Acquisition
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