Comparative analysis of XLMiner and WEKA for pattern classification

C.V. Subbulakshmi, Subramaniam Nachimuthu Deepa, N. Malathi · 2012

This paper presents a comparative analysis of the open source packages XLMiner and WEKA used for pattern classification task. The artificial neural network implemented is multilayer perceptron. The Statlog (heart) dataset from UCI-MLR (University of California, Irvine) was used for analysis. The results of multilayer perceptron against their implementation in WEKA and XLMiner were encouraging and produced valuable information for healthcare organization.

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