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Model averaging with sequential weight selection, based on mean square error, KL-divergence, and linear correlation, is evaluated for all three performance metrics and compared to the performance of individual models.

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Figshare2017-04-28 更新2026-04-29 收录
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https://figshare.com/articles/dataset/Model_averaging_with_sequential_weight_selection_based_on_mean_square_error_KL-divergence_and_linear_correlation_is_evaluated_for_all_three_performance_metrics_and_compared_to_the_performance_of_individual_models_/4925165
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Values are bolded to designate the model that performs best under each criterion for each participant. While MSE-based averaging consistently outperformed the individual models, the ideal scheme varies across patients.
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2017-04-28
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