Patent Document ID: 9794145
Application ID: 14591079
Patent Flag: 1

Claim One:
1. A method comprising: monitoring, by a device in a network, performance data for a first predictive model, wherein the first predictive model is used to make proactive decisions in the network; maintaining, by the device, a supervisory model based on the monitored performance data for the first predictive model; identifying, by the device, a time period during which the supervisory model predicts that the first predictive model will perform poorly at a future time; based on the identified time period, scheduling, by the device, a switchover from the first predictive model to a second predictive model at a point in time associated with the time period; using, by the device, change point analysis to detect a change in the performance data for the first predictive model; and causing, by the device, a switchover from the first predictive model to a default predictive model, in response to detecting the change in the performance data using change point analysis.