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Thus, JQN may be used as a novel framework to analyze alert transduction.Feature selection means a vital function in machine discovering and data mining. The utmost weight minimum redundancy feature choice technique not just views the necessity of functions but additionally lowers the redundancy among features. But, the traits of various datasets aren't identical, and therefore the function choice method needs to have various feature analysis criteria for