Classification of text documents without any labelled data

Classes and the corresponding descriptive words given as input to our system for 20 News Groups dataset.
Notice that the descriptive words are selected just from the name of the category, they may not be the most popular word in the corresponding categories.

Class Descriptive words
alt.atheism atheism
comp.graphics graphics
comp.os.ms-windows.misc windows
comp.sys.ibm.pc.hardware bios cmos
comp.sys.mac.hardware mac apple
comp.windows.x xterm
misc.forsale sale
rec.autos cars
rec.motorcycles motorcycle
rec.sport.baseball baseball
rec.sport.hockey hockey
sci.crypt encryption
sci.electronics power circuit
sci.med disease
sci.space space
soc.religion.christian christian
talk.politics.guns guns
talk.politics.mideast israel armenian
talk.politics.misc government president
talk.religion.misc religion muslim