Several studies investigated the effect of large-scale climatic modes on rainfall in tropical climatic zone of Australia. In the current study, machine learning models such as artificial neural networks (ANN) and random forest (RF) were used to forecast the wet-period rainfall (Austral summer: December-February) at six different stations of Northern Territory (NT), Australia. To examine the synchronous influence of potential p...