This paper presents an ongoing research effort in the application of machine learning, in particular, rule induction, to the classification of sewage quality data. The motivation, description of data sets used, experiments conducted and criticalanalysis of results are presented. The paper also presents future work required to improve the results obtained in the experiments.
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