Category Archives: Supervised learning

Using c4.5

Posted on August 31, 2009 by admin

C4.5 is a wide used supervised learning algorithm, which is famous as one of the classic decision tree induction algorithm, invented by Ross Quinlan. It can perform both classification task and regression task. C4.5 is particularly interested by some data … Continue reading →

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Incremental learning

Posted on August 26, 2009 by admin

In industrial life, data usually become available gradually, this fact requires data analysis systems to have the capability to learn information incrementally. Learning from new data without forgetting prior knowledge is known as incremental learning. Its requirement become challenge since … Continue reading →

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