Predictors of community-based health insurance enrollment among reproductive-age women in Ethiopia based on the EDHS 2019 dataset: a study using SHAP analysis technique, 2024. [PDF]
Front Public HealthKassie SY +10 more
europepmc +1 more source
Log odds of positive lymph nodes compared to positive lymph node ratio and number of positive lymph nodes in prognostic modeling for patients with NSCLC undergoing lobectomy or total pneumonectomy: a population-based study using Cox regression and XGBoost with SHAP analysis. [PDF]
Front SurgHuang Q +5 more
europepmc +1 more source
Exploring Predictors of Adolescents’ Creative Thinking Ability: using AutoML and SHAP Analysis
Journal of Curriculum and EvaluationJinsu Choi, Hyewon Chung
openaire +1 more source
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Dimensionality Reduction based on SHAP Analysis: A Simple and Trustworthy Approach
2020 International Conference on Communication and Signal Processing (ICCSP), 2020In this 21st century the world is driven by data, analysis, and predictions based on this data is substantial. However, these predictions that have an immense impact on our daily life comes with an overhead of complex data mining and large datasets. With this paper, we will suggest a way to reduce the dimensionality of the dataset without a great loss ...
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