The application of customer profitability has a dramaticnincrease of literatures in the past few years. Noone and Griffin (1999) illustrated how customer profitability was implemented in a hotel environment. Anderson and Mittal (2000), Bowman and Narayandas (2004), Yeung and Ennew (2000), and Helgesen (2006) investigated the relationship between satisfaction, loyalty and customer profitability at the individual consumer level. Reinartz, Thomas, and Kumar (2005) noted that measuring, managing and maximizing customer profitability requires both the revenues and costs of marketing, sales and customer interactions to be considered in resource allocation, and they investigated the problem of balancing the resource allocation between the customer acquisition and customer retention which optimizes customer profitability. Larivière and Van den Poel (2005) used the random forest to predict the customer retention and customer profitability. Hallowell (1996), Noone and Griffin (1999) and Van Raaij, Vernooij, and van Triest (2003) had conducted the empirical research about the profit contribution. Epetimehin and Ekundayo (2013) used descriptive analysis and regression analysis to investigate the impact of pricing of risk on the profitability of Nigeria insurance market. Ogbonna and Ogwo (2013) adopted a survey research methodology to examine the market orientation strategies of insurance firms for their desired profitability and other performance potential, and the paper used Spearman’s Rank correlation coefficient, multiple regression and partial correlation analyses. Karamizadeh and Zolfagharifar (2016) identified affecting factors in the profit and loss of the third party insurance of Iran insurance company auto, using two ruled-based and three clustering algorithm.