يعرض 1 - 20 نتائج من 3,486 نتيجة بحث عن '(( significant fold decrease ) OR ( significant trend decrease ))', وقت الاستعلام: 0.39s تنقيح النتائج
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    PCA-CGAN K-fold experiment table. حسب Chao Tang (10925)

    منشور في 2025
    "…Experiments demonstrate that PCA-CGAN not only achieves stable convergence on a large-scale heterogeneous dataset comprising 43 patients for the first time but also resolves the “dilution effect” problem in data augmentation, avoiding the asymmetric phenomenon where Precision increases while Recall decreases. After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …"
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    PCAECG-GAN K-fold experiment table. حسب Chao Tang (10925)

    منشور في 2025
    "…Experiments demonstrate that PCA-CGAN not only achieves stable convergence on a large-scale heterogeneous dataset comprising 43 patients for the first time but also resolves the “dilution effect” problem in data augmentation, avoiding the asymmetric phenomenon where Precision increases while Recall decreases. After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …"
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    Model performance comparison. حسب Shayla Naznin (13014015)

    منشور في 2025
    الموضوعات:
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