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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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AlgorithmBacktrackingC4.5 algorithmCN2 algorithm

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Review
2014
Review
2014
Survey of Classification Techniques in Data Mining
Classification in data mining is a technique based on machine learning algorithms which uses mathematics, statistics, probability… 
2010
2010
A WEB BASED TOMATO CROP EXPERT INFORMATION SYSTEM BASED ON ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING ALGORITHMS
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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… 
2008
2008
Classification of Verb Particle Constructions with the Google Web1T Corpus
Manually maintaining comprehensive databases of multi-word expressions, for example Verb-Particle Constructions (VPCs), is… 
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… 
2005
2005
Symbolic classification, clustering and fuzzy radial basis function network
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… 
Highly Cited
1988
Highly Cited
1988
Experiments on the Costs and Benefits of Windowing in ID3
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