Before revision:  This precludes their application to problems in disciplines where categories are ill-defined  or where semantically relevant features must be learned as abstractions from some data.
After revision:  This precludes their application to problems in disciplines where categories are ill-defined categories or where semantically relevant features must be learned as abstractions from some data.