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CORR
2011
Springer

200views Education» more CORR 2011»

Using Feature Weights to Improve Performance of Neural Networks

11 years 10 months ago

Different features have different relevance to a particular learning problem. Some features are less relevant; while some very important. Instead of selecting the most relevant fe...

Ridwan Al Iqbal

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IBPRIA
2007
Springer

161views Pattern Recognition» more IBPRIA 2007»

Random Forest for Gene Expression Based Cancer Classification: Overlooked Issues

12 years 7 months ago

Download www.ee.oulu.fi

Random forest is a collection (ensemble) of decision trees. It is a popular ensemble technique in pattern recognition. In this article, we apply random forest for cancer classifica...

Oleg Okun, Helen Priisalu

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