METHODS AND SERVERS FOR GENERATING A PREDICTION SCORE BY A MACHINE LEARNING ALGORITHM

A method and server for generating a prediction score by a Machine Learned Algorithm (MLA). The method includes: acquiring route data, generating a plurality of route scores for the plurality of routes based on the route data, acquiring driver data, generating a plurality of driver scores for the plurality of drivers based on the driver data, and for a given route-driver pair: generating by the MLA a given prediction score indicative of a likelihood of the given driver having an accident on the given route within a predetermined amount of time after initiating the given route. The method also includes assigning, by employing a dispatching algorithm based on the prediction score, the given route to the given driver for providing a transportation service to the user.