ROC Chart means receiver operating characteristics, it is a well-known and important curve for analyzing the performance of any develop algorithm, especially in medical image analysis and biometric identification. The curve between specificity (False Positive rate) vs sensitivity (True Positive Rate)
I would suggest you follow the following paper (Best paper to understand ROC Curve)
