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INCDM
2010
Springer

Data Mining with Neural Networks and Support Vector Machines Using the R/rminer Tool

8 years 7 months ago
Data Mining with Neural Networks and Support Vector Machines Using the R/rminer Tool
We present rminer, our open source library for the R tool that facilitates the use of data mining (DM) algorithms, such as neural Networks (NNs) and support vector machines (SVMs), in classification and regression tasks. Tutorial examples with real-world problems (i.e. satellite image analysis and prediction of car prices) were used to demonstrate the rminer capabilities and NN/SVM advantages. Additional experiments were also held to test the rminer predictive capabilities, revealing competitive performances.
Paulo Cortez
Added 12 Oct 2010
Updated 12 Oct 2010
Type Conference
Year 2010
Where INCDM
Authors Paulo Cortez
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