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version 1.0.1 (2.03 KB) by Kevin Chng
A function to summarise your predicted result & actual result (Accuracy,Recall,Precision,F1,F2,F0.5)


Updated 21 Mar 2019

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The function will return you the result (Accuracy,Recall,Precision,F1,F2,F0.5) based on your input (Actual and Prediction).

For example,

load fisheriris
X = meas;
Y = species;
Mdl = fitcknn(X,Y,'NumNeighbors',5,'Standardize',1);
predictedY = resubPredict(Mdl);
[table_ind_result,table_ove_result] = summary_confusion(Y,predictedY);

Cite As

Kevin Chng (2020). summary_confusion (, MATLAB Central File Exchange. Retrieved .

Comments and Ratings (1)


hello sir
when i run your code
Error using matlab.internal.table.tableRowNamesDim (line 25)
The RowNames property must be a cell array, with each element containing one nonempty character vector.
what i have to do to fix it?



modify code

MATLAB Release Compatibility
Created with R2019a
Compatible with any release
Platform Compatibility
Windows macOS Linux