Water quality time series prediction model based on a relevance vector machine regression is proposed,which is applied to predict the four important water quality indexes of p H value,DO,CODMnand NH3-N. The Panzhihua Cave automatic water quality monitoring data released by the Ministry of Environmental is used to validate the effectiveness of the relevance vector machine regression prediction model,and then compared with the support vector machine regression prediction model. The linear and gaussian functio...