Regression Error Characteristic Curves

@inproceedings{Bi2003RegressionEC,
  title={Regression Error Characteristic Curves},
  author={Jinbo Bi and Kristin P. Bennett},
  booktitle={ICML},
  year={2003}
}
Receiver Operating Characteristic (ROC) curves provide a powerful tool for visualiTr ing and comparing classification results. Regression Error Characteristic (REC) curves generalize ROC curves to regression. REC curves plot the error tolerance on the xaxis versus the percentage of points predicted within the tolerance on the y-axis. The resulting curve estimates the cumulative distribution function of the error. The REC curve visually presents commonly-used statistics. The area-over-the-curve… CONTINUE READING
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