how to plot a graph
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I want to plot ROC sensitivity vs specitivity,I have calcuated all these parameters for 3 class problem,now kindly tell how to plot roc crve
results are
Actual Classes
-------------1--------2--------3-----
TP | 38.00 | 50.00 | 50.00
FP | 12.00 | 0.00 | 0.00
FN | 0.00 | 12.00 | 0.00
TN | 100.00 | 88.00 | 100.00
Preci. | 0.76 | 1.00 | 1.00
Sensi. | 1.00 | 0.81 | 1.00
Speci. | 0.89 | 1.00 | 1.00
------------------------------------------
Model Accuracy is 0.92
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Star Strider
2014-11-15
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nkumar
2014-11-15
Star Strider
2014-11-15
You have to give it the raw results of your classification, not the confusion matrix summary results you posted. I assume you have the classification results it requires. See the documentation on Performance Curves for a detailed discussion.
From that documentation:
- perfcurve is intended for use with classifiers that return scores, not those that return only predicted classes. As a counter-example, consider a decision tree that returns only hard classification labels, 0 or 1, for data with two classes. In this case, the performance curve reduces to a single point because classified instances can be split into positive and negative categories in one way only.
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