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Surgery on ROC Plots

#artificialintelligenceOct-13-2020, 17:02:45 GMT

This note is a little break from our model homotopy series. I have a neat example where one combines two classifiers to get a better classifier using a method I am calling "ROC surgery." In ROC surgery we look at multiple ROC plots and decide we want to cut out a section from one the plots for use. It is a sensor fusion method to try and combine the best parts of two classifiers.

artificial intelligence, information fusion, roc surgery, (2 more...)

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Technology:

Information Technology > Data Science > Data Integration (0.69)
Information Technology > Artificial Intelligence > Representation & Reasoning > Information Fusion (0.69)

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