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Abstract
Due to tremendous growth in the volume of healthcare data, data analytics in a healthcare information system can extract valuable information. Nowadays, healthcare organizations have been moving towards digitization of the massive volume of healthcare data. Such data are handled by a latest emerging technology called Big data. A firefly optimization algorithm with different classifier method was used for prediction of different diseases.