I was able to implement the RVErS algorithm and the various key parametrs associated with it. I implemented the algorithm for C4.5 (release 8) and naive Bayes classifier. The results which I published on the site may not match to results given by the authors of paper. However, I was able to demonstrate that RVErS works on the two datasets I used and variables were getting eliminated.
Applying the RVErS implementation for more datasets from UCI.