The project is aimed at Implementation and comparison of text classification algorithms K Nearest Neighbor and Backpropogation using Artificial Neural Networks  on the parameters such as recall, precision, accuracy, performance and error rate to find out better algorithm for the target  class and to reduce classification  time by implementing feature selection technique Chi-Square.