Workflow from Scientific Research

Open access visualization of Workflow, ROC curve, XGBoost Classifier, Phenotypes, Cross-Validation
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DOI: 10.1038/s41591-023-02574-3

DOI

Training of the K = 1,000 XGBoost classifier from multiple phenotypes using fivefold cross-validation and overall performance evaluation, and estimation of the final prediction confidence score based on the Youden optimality index.

#Workflow#ROC curve#XGBoost Classifier#Phenotypes#Cross-Validation#Performance Evaluation#Prediction Confidence Score#Youden Optimality Index

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