DATA ADAPTIVE PREDICTION FUNCTION BASED ON CANDIDATE PREDICTION FUNCTIONS

摘要

In one embodiment, a method for predicting an outcome is provided. The method comprises: determining a known data set of data, the known data set of data including an input variable and an output variable; determining a plurality of candidate prediction functions, each prediction function adapted to determine a candidate predicted outcome for the output variable using a different algorithm; determining a combination of the plurality of candidate prediction functions based on the known data set; determining a second set of data, the second set of data including data for the input variable; and determining, based on the input variable, a predicted outcome for the output variable using a data adaptive prediction function, wherein the data adaptive prediction function uses the combination of candidate predicted outcomes from the plurality of candidate prediction functions determined using the data from the input variable to determine the predicted outcome.