market basis recommendation for movie lense data.

Final presentation about Caravan policy who is more interested to buy the policy.

October-3-2015

The first assignment is done in identifying customers who have purchased the caravan policy. we also find out from 86 variables which one is closely associated with our objective.

R pubs contain BOXPLOT,PIECHART of customers, average income, subtype of customers.

sample data

The purpose of the description task is to give a clear insight to why customers have a caravan insurance policy and how these customers are different from other customers. Descriptions can be based on regression equations, decision trees, neural network weights, linguistic descriptions, evolutionary programs, graphical representations or any other form. of solutions (e.g. minimize a loss function, maximize comprehensibility, minimize response time, etc.)? The descriptions and accompanying interpretation must be comprehensible, useful and actionable for a marketing professional with no prior knowledge of computational learning technology. The value of a description is inherently subjective