METHOD AND SYSTEM FOR ASSISTING A DEVELOPER IN IMPROVING AN ACCURACY OF A CLASSIFIER

摘要

A method and a system for assisting a developer in improving an accuracy of a classification model or a classification process is disclosed. One or more features from the classification model or an example set may be selected and one or more values for the one or more features selected may be extracted. At least one correlation of the one or more features may be determined with a set of classes, respectively. Further, at least one diagnostic example for the correlation may be generated. The at least one diagnostic example may require the developer to one of validate and invalidate a correctness of the correlation produced by the at least one diagnostic example.