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For preparing the datasets a proper set of rules is required on how the daily life activities of an individual affect his health status. The rules are collected from different trusted sources [5] and [1]. Based on the activities and measures of an individual, these rules give the overall health status of an individual. For example, the recommended sleep time for the person aged between 6 and 13 years is 9 to 11 h. If the sleep time is between 7 and 8, it is a little less than normal. if the sleep time is between 11 and 12, it is a little more than normal. if the sleep time is more than 12 or less than 8, then it affects health.