Patent ID: 11880660
Assignee: MICROSOFT TECHNOLOGY LICENSING, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A computing system comprising:
a processor; and
memory storing instructions that, when executed by the processor, cause the processor to perform acts comprising:
obtaining an identity of a class assigned to an input vector by a computer-implemented text classifier, wherein the input vector is representative of a sequence of terms, and further wherein the class is amongst several classes to which input vectors are assignable by the computer-implemented text classifier;
based upon the identity of the class, selecting a class profile of a centroidal classifier, the class profile previously constructed based upon a set of vectors previously identified as belonging to the class by the computer-implemented text classifier; and
generating output based upon the selected class profile, wherein the output comprises text extracted from the class profile, where the text extracted from the class profile is configured to be informative, to a user of the computer-implemented text classifier as to why the computer-implemented text classifier assigned the input vector to the class.