Performance evaluation of learning algorithms - Mohak Shah

Other Curves
Other research communities have produced and
used graphical evaluation techniques similar to
ROC Curves.
Lift charts plot the number of true positives versus the overall
number of examples in the data sets that was considered for the
specific true positive number on the vertical axis.
PR curves plot the precision as a function of its recall.
DET curves are like ROC curves, but plot the FNR rather than
the TPR on the vertical axis. They are also typically log-­‐scaled.
Relative Superiority Graphs are more akin to Cost-­‐Curves as
they consider costs. They map the ratios of costs into the [0,1]
interval.
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