Data Mining-as-a-Service (DMAS/DMaaS) allows the data owners to leverage hardware and software solutions provided by DMAS providers, without developing their own. It is especially for those clients, who have large volume of data but limited budget for data analysis, to outsource their data and data mining needs to a third-party service provider. (Liu et al., 2012).