G06N7005
Please help me predict the CPC LABEL for this patentPATENT ABSTRACT: A device for inferring a probabilistic finite state automation is described. The device that may infer a probabilistic finite state automation from an observed trace. A device may include a computing device configured to infer a probabilistic finite state automation in order to predict the distribution of future symbols based on the recent past. Devices described herein may be useful in analyzing one or more of the following: probability of errors in signal transmission, flow of wealth in the stock market, geophysical phenomena (e.g., climate changes and seismic events, such as, earthquakes), ecology of evolving ecosystems (e.g., populations), genetic regulatory circuits and even social interaction dynamics (e.g., traffic patterns).