Taxonomy of Missing Data along with their handling Methods

Since from a long time, data mining remains an interested and important domain of research and in this continuation a number of hazards came into the development of this field. One of these hazards is the missing value existed in the datasets. To deal with this a number of methods evolved and deployed. In this paper, we discussed the taxonomy of missing data along with their handling methods. In addition, a sample implementation of the best method in the category is also depicted with the results for the purpose of its explanation.