2026-10-11T18:15:42Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33815511 2026-09-15T18:07:36Z category_21 category_734 category_931 category_64 category_106 portal_5 item_type_3 month_year_09_2026

<p>Performance of different missing value filling methods. ACC values are reported with an uncertainty of across three runs.</p> Qiang Li (8118) Yangxinrong Tang (24950724) Yiling Shi (12091356) Yufeng Wu (567558) Zhan Xu (6239195) Hefeng Zhou (5049827) James J. Zhang (9144302) Biotechnology Biological Sciences not elsewhere classified Information Systems not elsewhere classified Cancer Science Policy using shapley values traditional approaches relying routine clinical use practical decision support incremental data updates experimental results demonstrate enhance early identification children &# 8217 become particularly urgent assisted clinical diagnosis 772 samples ), novel data synthesis life factors associated adolescent depression risk reflections </ p imbalanced health data novel method life indicators risk youths risk stratification risk assessment social interactions sleep duration replacing clinician recent attempts predict survey national survey may miss issues brought isolation policies interpretability analysis factor replacement especially given conventional models average accuracy 19 pandemic 14 %. <p>Performance of different missing value filling methods. ACC values are reported with an uncertainty of across three runs.</p> 2026-09-15T18:07:21Z Dataset Dataset 10.1371/journal.pone.0357661.t002 https://figshare.com/articles/dataset/_p_Performance_of_different_missing_value_filling_methods_ACC_values_are_reported_with_an_uncertainty_of_across_three_runs_p_/33815511 CC BY 4.0