Display how sure a ML-model is about it's answer (percentage)
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Hey MATLAB-Community!
I was wondering if there is any possibility in MATLAB to show me how sure/confident a Machine-Learning model is about it's own prediction (in percent?). I am using a neural network to classify 2 classes, if that's important.
I googled and searched for it, but didn't find anything :(
Best regards
Dennis
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Accepted Answer
Sudarshan
on 8 Nov 2022
Edited: Sudarshan
on 8 Nov 2022
Hi Dennis,
You can refer to these links to measure confidence intervals for various models.
For Neural Networks, check this ML Answers thread:https://in.mathworks.com/matlabcentral/answers/254082-how-to-calculate-confidence-intervals-with-neural-network-prediction
Additional resources:
For SVM, you can check this link (you can do a binary classification using SVMs as well): https://in.mathworks.com/help/stats/classreg.learning.classif.compactclassificationsvm.predict.html
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