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… (More)
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Papers overview

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2013
2013
The ability to predict performance of students is very crucial in our present education system. We can use data mining concepts… (More)
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2012
2012
As we look at Data Mining tools, we see that there are different algorithms used for creating a decision making (or predictive… (More)
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2010
2010
as the classical algorithm of the decision tree classification algorithm, ID3 is famous for the merits of high classifying speed… (More)
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2005
2005
For the problem of decision tree classification with privacy concerns, we propose several efficient secure multi-party… (More)
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2005
2005
This paper presents a modified version of the ID3 algorithm. The goal is to build the decision tree for classifying the… (More)
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1997
1997
A mass assignment based ID3 algorithm for learning probabilistic fuzzy decision trees is introduced. Fuzzy partitions are used to… (More)
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Highly Cited
1991
Highly Cited
1991
This report summarizes a comparison of di erent learning techniques which was performed at the 2nd European Summer School on… (More)
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Highly Cited
1989
Highly Cited
1989
Systems for inducing concept descriptions from examples are valuable tools for assisting in the task of knowledge acquisition for… (More)
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Highly Cited
1989
Highly Cited
1989
AI and connectionist approaches to learning from examples differ in knowledge-base representation and inductive mechanisms. To… (More)
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Highly Cited
1987
Highly Cited
1987
The decision tree output of Quinlan's ID3 algorithm is one of its major weaknesses. Not only can it be incomprehensible and… (More)
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