Base station out-of-service alarm prediction method and device

The embodiment of the invention provides a base station out-of-service alarm prediction method and device, and the method comprises the steps: obtaining the probability that a base station generates out-of-service alarms in a prediction time period according to the historical alarm data of the base station and a fusion prediction model; wherein the fusion prediction model comprises a plurality of sub-prediction models, and the prediction result of the fusion prediction model is determined according to the prediction result of each sub-prediction model and the weight corresponding to each sub-prediction model; each sub-prediction model is obtained by training based on the sample alarm data and the out-of-service alarm label corresponding to the sample alarm data. According to the base station out-of-service alarm prediction method and device, the probability that the base station generates out-of-service alarms is predicted through the historical alarm data and the multi-model fusion algorithm, compared with t