Risk event occurrence probability prediction method and device, equipment and storage medium

The invention discloses a risk event occurrence probability prediction method, apparatus and device, and a storage medium. The method comprises the following steps of obtaining risk events and description index values of a plurality of companies in a continuous time period; according to a plurality of preset time periods, transmitting the risk events and the description index values of the companies to a preset model for training, and generating a target model with model parameters corresponding to the preset time periods; and screening out the current description index value of each company at the current time, respectively transmitting the current description index value of each company to the target model, and predicting the probability of risk events of each company at different time periods. According to the method, the target model is obtained by training the risk events and the description index values of different companies in the continuous time periods, so that the probability that the risk events h