Vertex deletion is a well-known NP-complete problem. An empirical meth
od for estimating the number of vertices that need to be deleted to ma
ke a graph bipartite is presented. The estimator has been developed by
modelling the problem using random graphs where an edge is present wi
th a fixed probability p. The method works in O(n(2)) time, where n is
the number of vertices in the graph. The estimator has been experimen
ted on several randomly generated graphs. The results indicate that th
e estimator gives accurate results for graphs of various sizes.