Image 1_A novel cross-validated machine learning based Alertix-Cancer Risk Index for early detection of canine malignancies.jpg حسب Hanan Sharif (11492534)

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Table 1_A novel cross-validated machine learning based Alertix-Cancer Risk Index for early detection of canine malignancies.docx حسب Hanan Sharif (11492534)

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Additional file 1 of Development of robust machine learning models to estimate hydrochar higher heating value and yield based upon biomass proximate analysis حسب Guoliang Hou (4016513)

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XGBoost- and Mass Spectrometry-Based Feature Selection for Identifying Metabolic Biomarkers Associated with HBV-Related Liver Disease Progression and Hepatocellular Carcinoma Treat... حسب Shao-Hua Li (345353)

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Schematic of observation window and prediction tasks employed in the study. حسب Nowell M. Fine (13874645)

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5-fold cross-validation performance and statistical comparison between CatBoost and Logistic regression models. حسب Nowell M. Fine (13874645)

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Fig 4 - حسب Nowell M. Fine (13874645)

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Baseline characteristics and outcomes. حسب Nowell M. Fine (13874645)

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Flowchart describing samples sizes (index events) in the analysis cohort, used for training and for validating the models for each outcome, after applying the episode creation and... حسب Nowell M. Fine (13874645)

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Holdout evaluation of performance on holdout test set between CatBoost and Logistic regression models. حسب Nowell M. Fine (13874645)

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Fig 3 - حسب Nowell M. Fine (13874645)

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Top features associated with the primary endpoints of 30-day and 1-year heart failure (HF) Emergency Department (ED) visit, HF rehospitalization or death using CatBoost modeling. حسب Nowell M. Fine (13874645)

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