INCREASING SIGNAL TO NOISE RATIO FOR CREATION OF GENERALIZED AND ROBUST PREDICTION MODELS

摘要

The computer system iteratively executes a decision tree-based prediction model using a set of input variables. The iterations produce corresponding ranks of input variables. The computer system generates the global variables contribution data using the rankings of the input variables and identifies the key input variables based on the global variables contribution data.