SYSTEM AND METHOD FOR GENERATING TRAINING DATA FOR FUNCTION APPROXIMATION OF AN UNKNOWN PROCESS SUCH AS A SEARCH ENGINE RANKING ALGORITHM

摘要

A system and method for generating training data for a machine learning system. A training data generator server sends at least one keyword to a search engine. The training data generator server receives at least a first and a second page from the search engine in response to the keyword, the first page having a first rank, the second page having a second rank, the first and second rank being based on the keyword. The training data generator server assigns a first label to the first page based on the first rank; and assigns a second label to the second page based on the second rank. The first web page, second page, first label and second label are forwarded to a machine learning server.