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Identity Overlap Between Face Recognition Train/Test Data: Causing Optimistic Bias in Accuracy Measurement.
Haiyu Wu
Sicong Tian
Jacob Gutierrez
Aman Bhatta
Kagan Öztürk
Kevin W. Bowyer
Published in:
CoRR (2024)
Keyphrases
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test data
face recognition
test set
test cases
training data
error rate
measurement error
unseen data
training set
data sets
training and test data
principal component analysis
machine learning algorithms
class distribution