five

Random forest and gradient boosting performance and prediction accuracy for all observed and permuted data models.

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Figshare2023-03-21 更新2026-04-28 收录
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https://figshare.com/articles/dataset/Random_forest_and_gradient_boosting_performance_and_prediction_accuracy_for_all_observed_and_permuted_data_models_/22311030
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R2 prediction accuracy is calculated using an iterative leave-one-chromosome out approach. Prediction accuracy for Model 1 (random forest, only nuisance terms), 2 (random forest), 3 (random forest with gene ontology terms), and 4 (gradient boosting) are provided for the SNP- and interval-based models. (CSV)
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2023-03-21
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