Economic Value Added is a value-based framework that provides a unique insight into value creation and unites the finance theory with the competitive strategy framework. The concept of Economic Value Added is better than the concept of accounting profit as a tool of value creation because it considers the overall cost of capital. EVA has become a popular and powerful tool for managers to measure performance and for guiding investment decisions. Of late, there has been a steady rise in the number of Indian companies, which talk about the value they have created for their shareholders. In India also, EVA is gaining acceptance. In this paper an attempt has been made to analyze the financial performance of Ucal Fuel Systems Ltd., on the basis of traditional parameters like ROCE , ROE , EPS etc., and the new performance measure EVA.

Key words: Intrusion detection, Feature selection, Machine learning