Showing 1 - 20 results of 28 for search '(( binary data code optimization algorithm ) OR ( binary aging _ optimization algorithm ))', query time: 0.47s Refine Results
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    Supplementary Material for: Penalized Logistic Regression Analysis for Genetic Association Studies of Binary Phenotypes by Yu Y. (3096192)

    Published 2022
    “…We consider two approximate approaches to maximizing the marginal likelihood: (i) a Monte Carlo EM algorithm (MCEM) and (ii) a Laplace approximation (LA) to each integral, followed by derivative-free optimization of the approximation. …”
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    Algoritmo de clasificación de expresiones de odio por tipos en español (Algorithm for classifying hate expressions by type in Spanish) by Daniel Pérez Palau (11097348)

    Published 2024
    “…</li></ul><p dir="ltr"><b>File Structure</b></p><p dir="ltr">The code generates and saves:</p><ul><li>Weights of the trained model (.h5)</li><li>Configured tokenizer</li><li>Training history in CSV</li><li>Requirements file</li></ul><p dir="ltr"><b>Important Notes</b></p><ul><li>The model excludes category 2 during training</li><li>Implements transfer learning from a pre-trained model for binary hate detection</li><li>Includes early stopping callbacks to prevent overfitting</li><li>Uses class weighting to handle category imbalances</li></ul><p dir="ltr">The process of creating this algorithm is explained in the technical report located at: Blanco-Valencia, X., De Gregorio-Vicente, O., Ruiz Iniesta, A., & Said-Hung, E. (2025). …”
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    SHAP bar plot. by Meng Cao (105914)

    Published 2025
    “…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…”
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    Sample screening flowchart. by Meng Cao (105914)

    Published 2025
    “…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…”
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    Descriptive statistics for variables. by Meng Cao (105914)

    Published 2025
    “…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…”
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    SHAP summary plot. by Meng Cao (105914)

    Published 2025
    “…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…”
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    ROC curves for the test set of four models. by Meng Cao (105914)

    Published 2025
    “…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…”
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    Display of the web prediction interface. by Meng Cao (105914)

    Published 2025
    “…According to the SHAP analysis of the optimal model, the most influential predictors are age, education level, and hemoglobin concentration.…”
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