Classification of microarrays; synergistic effects between normalization, gene selection and machine learning

Background Machine learning is a powerful approach for describing and predicting classes in microarray data. Although several comparative studies have investigated the relative performance of various machine learning methods, these often do not account for the fact that performance (e.g. error rate)...

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