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PCA for authentication.

Hello all, I have used PCA for recognition successfully. I was wondering if we can use it for Authentication. What I mean, I want to get a degree of match of the test sample with all the existing training classes. like 79% for class 0, 60 % for class 2. At present it give output as class that has highest match. I want to get matching percentage with all the training classes.

Thanks, -Piyush