System and method to predict calibration values based on existing calibrations

A method of predicting a calibration value for a vehicle, the method comprising:

• receiving, with an electronic processor, a plurality of training data sets for a component of the vehicle, wherein the each of the plurality of training data sets includes one or more training inputs and one or more corresponding training outputs;
• automatically developing, with the electronic processor, a prediction model based on the plurality of training data sets;
• receiving, with the electronic processor, an input data set;
• determining, with the electronic processor using the prediction model, a predicted calibration value based on the input data set;
• and
• transmitting, with the electronic processor, the predicted calibration value to an electronic control unit included in the vehicle.