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Incremental decision tree

An incremental decision tree algorithm is an online machine learning algorithm that outputs a decision tree. Many decision tree methods, such as C4.5… 
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Related topics

Related topics

9 relations
C4.5 algorithmConcept driftDecision tree learningID3 algorithm

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2015
2015
An Incremental Decision Tree for Mining Multilabel Data
Mining with multilabel data is a popular topic in data mining. When performing classification on multilabel data, existing… 
Review
2014
Review
2014
A Review: The Effects of Imperfect Data on Incremental Decision Tree
Decision tree, as one of the most widely used methods in data mining, has been used in many realistic application. Incremental… 
Review
2014
Review
2014
A Review on Tree Based Incremental Classification
Data mining has been identical as the technology that offers the possibilities of discovering the hidden knowledge from this… 
2013
2013
Solving Problems of Imperfect Data Streams by Incremental Decision Trees
Big data is a popular topic that attracts highly attentions of researchers from all over the world. How to mine valuable… 
2011
2011
Automatic discretization of actions and states in Monte-Carlo tree search
While Monte Carlo Tree Search (MCTS) represented a revolution in game related AI research, it is currently unfit for tasks that… 
2011
2011
Incremental Semi-automatic Correction of Misclassified Spatial Objects
This paper proposes a decision tree based approach for semiautomatic correction of misclassified spatial objects in the Austrian… 
2009
2009
Incremental Decision Tree Knowledge Acquisition
The decision tree algorithm has already played an enormous role in the field of artificial intelligence.but traditional ID3… 
2006
2006
A Fast Memory-Efficient Incremental Decision Tree Algorithm in its Application to Mobile Robot Navigation
Incremental learning is vital in robots that need to adapt rapidly and respond appropriately to new or unexpected events that… 
2004
2004
Efflcient incremental decision tree generation for embedded applications
This paper describes a frequency table-based decision tree algorithm for embedded applications. The table contains a compact… 
2004
2004
Incremental on-line sketchy shape recognition with dynamic modeling and relevance feedback
An original principle of an incremental online sketchy shape recognition has been exploited. The proposed method identifies the… 
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