GENERATING A KNOWLEDGE BASE TO ASSIST WITH THE MODELING OF LARGE DATASETS

摘要

A system, computer-readable medium, and method are provided for tracking modeling of datasets. The method includes the steps of executing an exploration operation to generate a result and storing an entry in a database that correlates an exploration operation configuration for the exploration operation with at least one performance metric. Each performance metric in the at least one performance metric is a value used to evaluate the result. The exploration operation utilizes a machine learning algorithm to process the dataset, and the exploration operation may be executed using at least one node in a computing cluster.