Item request has been placed!

Item request cannot be made.

Processing Request

Permutation importance (a, c) and SHAP summary plots (b, d) for the Gradient Boosting Classifier and Random Forest Classifier, showing variable associations with in-hospital mortality.

Item request has been placed!

Item request cannot be made.

Processing Request

اقرأ أكثر حفظ في قائمتي

المؤلفون: Guang Tu; Zhonglan Cai; Ling Wu; Hang Yu; Hongke Jiang; Haijian Luo
الموضوع:
Medicine; Biotechnology; Infectious Diseases; Biological Sciences not elsewhere classified; Mathematical Sciences not elsewhere classified; Information Systems not elsewhere classified; top 13 variables; model &# 8217; intensive care units; including logistic regression; extracted baseline characteristics; explain variable importance; demonstrated superior performance; coronary heart disease; blood urea nitrogen; analyze large datasets; 6 %) experienced; identify intricate patterns; study included 2; gradient boosting classifier; improve clinical outcomes; adult icu patients; accurately identify high; hospital mortality rates; gradient boosting; clinical outcomes; icu patients; identify high; study aims; hospital mortality
نوع التسجيلة:
still image
اللغة:
unknown

معلومة اضافية
- الموضوع:
  2025
- Collection:
  Erasmus University Rotterdam (EUR): Figshare
- نبذة مختصرة :
  Permutation importance (a, c) and SHAP summary plots (b, d) for the Gradient Boosting Classifier and Random Forest Classifier, showing variable associations with in-hospital mortality.
- الرقم المعرف:
  10.1371/journal.pone.0330381.g005
- الدخول الالكتروني :
  https://doi.org/10.1371/journal.pone.0330381.g005
  https://figshare.com/articles/figure/Permutation_importance_a_c_and_SHAP_summary_plots_b_d_for_the_Gradient_Boosting_Classifier_and_Random_Forest_Classifier_showing_variable_associations_with_in-hospital_mortality_/29914649
- Rights:
  CC BY 4.0
- الرقم المعرف:
  edsbas.E5897058

تعليقات

No Comments.