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Tag Archive for pythonconfusion-matrixmulticlass-classification

Multiclass Confusion Matrix

Hello! I have this multiclass confusion matrix of asian currencies and this is the first time i’ve gotten something like this and it’s giving me a hard time to interpret it and also identifying the TP, TN, FP, and FN. Please help me out a little, any help would be appreciated, Thank you! I think […]

Aggregating classes in confusion matrix for a multi-class classifier

I have a 6 class classifier. My target classes would be class 1 and 2. Can I sum the TP, FN, FP values of Class 1 and Class 2 and calculate the Precision and Recall from the aggregate values? Or would I need to go back to the classifier and create a separate Confusion matrix with class 1 and class 2 combined at the beginning?