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    The quality of the classifier was validated in 10 fold cross validation. The calculated values are the precision, recall and the F score. In order to compare the quality of the stage classifier with the standard onevsall approach, as well as the centroid kNN classifier, all three classifiers were trained on

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    The aim of this work is to tackle this problem through the development of a series of ensemble based classifiers and regression models using support vector machines and electronic nose datasets based on the previously published work of this group. N. Basant and S. Gupta, Support vector machines in water quality management, 2000. pp. 1

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    The quality of the classifier was validated in 10 fold cross validation. The calculated values are the precision, recall and the F score. In order to compare the quality of the stage classifier with the standard onevsall approach, as well as the centroid kNN classifier, all three classifiers were trained on

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