Lift analysis, however, is used for classification tasks. Therefore, the remainder of this article will concentrate on these kind of models. The Reason Behind Lift Charts. When evaluating machine learning models there is a plethora of possible metrics to assess performance. There are things like accuracy, precision-recall, ROC curve and so on.