Precision Recall Curve

• Precision + Recall
• appropriate when dataset imbalanced
• no-skill line changes based on the distribution of the positive to negative classes
  • horizontal line with the value of the ratio of positive cases in the dataset
  • balanced this is 0.5
• skilful model is represented by a curve that bows towards (1,1) above the flat line of no skill