Rainfall prediction becomes popular in real time environment due to the developments of recent technologies. Accurate and fast rainfall predictive models can be designed by use machine learning (ML), statistical models, etc. Besides, feature selection approaches derived for eliminating curse dimensionality problems. In this aspect, paper presents a novel chaotic spider money optimization with o...