A system is disclosed for generating scores related to interactions with a service provider partner. A historical dataset corresponding to a historical behavior of a set of service provider partners may be identified. The historical dataset may be processed to identify a feature vector. A classifier model may be generated from the historical dataset and the feature vector. Current service provider partner data representing a current service provider partner may be collected. The current service provider partner data may be processed to generate a current service provider partner feature vector. A score may be generated by applying the classifier model to the current service provider partner data feature vector.