modeling monthly streamflow. The proposed method is compared with relevance vector machines tuned by particle swarm … of hydroclimatic data (e.g., precipitation, temperature, and streamflow) are used as inputs to the models. The relevance … streamflow prediction. It is found that the integrating metaheuristic algorithms into single relevance vector machine improves …