AttachedPREDICTING EARLY SURRENDER OF DIFFERENT TYPES OF CONTRACT BY A USER BASED ON MACHINE LEARNING TECHNIQUES The present invention provides for a method and an apparatus for predicting early surrender of different types of contract by a user. The method comprises obtaining a first set of parameters correspond...

PREDICTING COMPLAINING BEHAVIOUR OF A USER BASED ON MACHINE LEARNING TECHNIQUES The present invention proposes to a method and an apparatus for predicting the propensity to complain by a user. The method comprises obtaining a first type of variables related to the user, obtaining a second type of variables user rel...

PREDICTING ONE OR MORE CHARACTERISTICS OF A USER BASED ON MACHINE LEARNING TECHNIQUES A method and an apparatus for classifying a user at initial login stage based on one or more characteristics of the user is disclosed. The method comprises obtaining a first set of parameters related to the user, wherein the first...

APPARATUS AND METHOD FOR INVESTIGATING INSURANCE CLAIMS BASED ON MACHINE LEARNING TECHNIQUES The present invention provides for a method and an apparatus for investigating insurance claims based on machine learning techniques. The method comprises receiving a first set of parameters and a second set of parameters...