Imports text file with word-document counts into matlab format
[ WS , DS ] = importworddoccounts( filename ) reads in word counts per documents and produces the word and document indices WS and DS respectively. WS(k) and DS(k) contains the kth word and document index respectively. Note that each repetition of a word in a document will be represented by a separate token in the WS and DS vectors.
[ WS , DS ] = importworddoccounts( filename , nheaderlines ) will skip the first nheaderlines lines of the file
[ WS , DS ] = importworddoccounts( filename , nheaderlines , 'reverse' ) will reverse the word and documents columns
NOTES The text file should be organized into three colums where each row contains the document index, the word index, and the word count. For example: 1 2 10 1 3 4 2 2 6 should be read as "word 2 occurs 10 times in doc 1, word 3 occurs 4 times in doc 1, and word 2 occurs 6 times in doc 2".