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This study examines the Neural networks determine the complex relationship between the variables through the mathematical modelling. It performs a sensitive analysis and computes the importance of the predictors in percentage through “Independent variable importance analysis”. A Mathematical diagram will be pictorially represented where a complex relationship will be determined through the multi-layer perceptron. The normalized importance score predicts the importance of the variable.