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Add MCC to evaluation measures for classification #17

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janvanrijn opened this issue Oct 18, 2018 · 0 comments
Open

Add MCC to evaluation measures for classification #17

janvanrijn opened this issue Oct 18, 2018 · 0 comments

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@janvanrijn
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As requested in openml/OpenML#191

I received a request to add the Matthews correlation coefficient to the evaluation engine for classification. It can be straightforwardly derived from the confusion table: MCC = (TP * TN – FP * FN)/sqrt((TP+FP) (TP+FN) (FP+TN) (TN+FN)).

I propose we check if it is available in Weka, in that case it should be easy to add.

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