Machine learning interpretability visualization.

<p>Note: (A) SHAP summary plot; (B) SHAP feature importance ranking; (C) Heat map of SHAP interaction.</p>

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Bibliographic Details
Main Author:	Xie Qiu (13243770) (author)
Other Authors:	Shuo Hu (2270659) (author), Shumin Dong (228797) (author), Haijun Sun (2487766) (author)
Published:	2025
Subjects:	Medicine Cell Biology Biotechnology Developmental Biology Cancer Mathematical Sciences not elsewhere classified whale optimization algorithm sucking leech optimizer preoperative leukocyte count postoperative pulmonary complications offering actionable guidance decision curve analysis body mass index assisted thoracic surgery ant lion optimizer 8 &# 8211 3 &# 8211 2022 &# 8211 svm ), xgboost patients undergoing video intraoperative blood loss automated machine learning based predictive model evaluated using auc model achieved roc automl model compared based learning model performance improved blood hho ), xlink "> training set surgical variables study establishes reactive protein nsclc patients logistic regression dca ). crp ). clinical parameters auc values
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