bci-mvp / docs /CORAL_DOMAIN_ADAPTATION.md
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feat: Add Correlation Alignment (CORAL) for unsupervised domain adaptation across datasets
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Cross-Dataset Generalization with Domain Adaptation

Model Direction Method Accuracy F1 AUC
RF A -> B Zero-Shot 0.7665 0.8387 0.7293
RF A -> B CORAL DA 0.7582 0.8327 0.7359
RF B -> A Zero-Shot 0.7092 0.8120 0.6839
RF B -> A CORAL DA 0.7228 0.8204 0.6480
SVM A -> B Zero-Shot 0.7115 0.7921 0.7099
SVM A -> B CORAL DA 0.6456 0.7318 0.6628
SVM B -> A Zero-Shot 0.7011 0.7948 0.6920
SVM B -> A CORAL DA 0.6848 0.7828 0.6625