ROC Curve , Lift Chart and Calibration Plot

  title={ROC Curve , Lift Chart and Calibration Plot},
  author={Miha Vuk and Toma{\vz} Curk},
This paper presents ROC curve, lift chart and calibration plot, three well known graphical techniques that are useful for evaluating the quality of classification models used in data mining and machine learning. Each technique, normally used and studied separately, defines its own measure of classification quality and its visualization. Here, we give a brief survey of the methods and establish a common mathematical framework which adds some new aspects, explanations and interrelations between… CONTINUE READING
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