		README:

- InvertedModels.cpp  
 
  A stand-alone program for classification with Inverted Index of
  Linear Models


- kNNclassify.cpp  

  Given a knn file (for document A) and a qrel file, together with id of the
  document A, produces counts of pos/neg examples in the
  k-neighborhood for values of k specified in a parameter file

- kNNcompute.cpp  

  Given a set of training vectors and a set of test vectors, and
  number n, prints (in a separate file) for each test vector the ids
  of its n nearest neighbors from the test set.
  

- makeTests.cpp

  Given a set of training vectors, a list of knn ids and integer n,
  extracts the vectors corresponding to the first n ids in the knn file
  
- LabelledVector.cpp  
  
  Labelled Vector Class
