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57la-57
Of
Overfit
Severity4/10
Overfitting
Excessive learning of noise and specific details of the training set instead of generalizable patterns, resulting in poor performance on new data.
Periodic recordReliabilityarXiv2025
Soumia Zohra El Mestari, Maciej Krzysztof Zuziak, Gabriele Lenzini
Mitigation Strategy
Application of regularization techniques (L1/L2, Dropout), rigorous cross-validation, Data Augmentation, and early stopping based on validation set.
Atomic Number
57
Of
Risk ID
la-57
Severity
4/10
Severity Level