Search alternatives:
significant component » significant amount (Expand Search)
component models » complex models (Expand Search), competing models (Expand Search), component scores (Expand Search)
linear decrease » linear increase (Expand Search)
inter decrease » water decreases (Expand Search), teer decrease (Expand Search), step decrease (Expand Search)
significant component » significant amount (Expand Search)
component models » complex models (Expand Search), competing models (Expand Search), component scores (Expand Search)
linear decrease » linear increase (Expand Search)
inter decrease » water decreases (Expand Search), teer decrease (Expand Search), step decrease (Expand Search)
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Structural Diagrams of RF Model and ResNet Model.
Published 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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Odds ratios for significant coefficients in multinomial logistic regression models with each emotion as the reference emotion, using the four components from the PCA analyses as independent variables (only significant odds ratios are shown).
Published 2025“…<p>Odds ratios for significant coefficients in multinomial logistic regression models with each emotion as the reference emotion, using the four components from the PCA analyses as independent variables (only significant odds ratios are shown).…”
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Coefficients of the reduced linear regression model without multicollinearity.
Published 2022Subjects: -
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Coefficients of the reduced linear regression model without multicollinearity.
Published 2022Subjects: -
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Face discrimination thresholds for single and combined components of the Basel Face Model.
Published 2024Subjects: -
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