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          Profitability Assessment: For intermediaries
          18/05/2020
          Reserving: Micro-reserving for third party liability portfolio
          18/05/2020

          Genetic Algorithm: New solutions to existing problems

          R&D

          SITUATION
          Our client has at disposal a lot of data from the bank environment. We wish to use these data in order to create a new insurance tariff for the motor third-party liability insurance with only bank information.


          SOLUTIONS
          Our solutions: Preselection of variables for the frequency and the costs via LASSO, Random Forests and GBM. Creation of a version of the Genetic Algorithm. Split between attritional and large claims with binomial link between segments.
          Share

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