Cap Curve. 2 Cumulative Accuracy Profile (CAP) Curve — It is a more robust method to assist our machine model To understand the intuition behind it You have to follow me in the following scenarios.
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1 This question does not show any research effort it is unclear or not useful Bookmark this question Show activity on this post I’m trying to plot in R a cumulative accuracy profile (CAP) Curve Additional after I will build the curve how am I calculate the AR r machinelearning optimization datamining roc.
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For a certain fraction x of the total number of elements the CAP curve is constructed by calculating the percentage d (x) of elements meeting the property that have a probability to meet the property greater than or equal to the minimum probability of fraction x This is done for all x varying from 0% to 100%.
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A CAP ( Cumulative Accuracy Profile) curve is a performance measurement for classification problems It is used to evaluate a model by comparing the current curve to both the ‘ perfect ’ or ‘ ideal.
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The Cumulative Accuracy Profile (CAP) curve analysis is one of those methods of evaluation In this article the CAP curve analysis method has been discussed where it is used to evaluate and compare the performances of four different classifiers in their classification task.
