SHAP feature importance (Mean). حسب Bo Dong (218172)

"…A multidimensional performance metric system (accuracy, precision, recall, F1 score, and AUC value) was employed to comprehensively evaluate the classification performance of the models. SHAP (Shapley Additive Prediction) values were used to illustrate the contribution of different factors to the health status of the migrant population.…"

SHAP analysis for LITNET-2020 dataset. حسب Asmaa Ahmed Awad (16726315)

Visualization of mean absolute SHAP values for conditional algorithm for each class. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm for each class. حسب Sadia Nazim (21440115)

Global SHAP interpretation of the random forest model. حسب Junying Wei (1710550)

Local SHAP interpretations of the random forest model. حسب Junying Wei (1710550)

SHAP summary plot of feature importance ranking of GA-XGBoost model. حسب Wenguang Li (6528113)

SHAP values across age groups. حسب Gabriel Ott (18349361)

Execution time benchmarks for the SPARTA classification runs executed in the context of this study, with selection based on Gini and SHAP. حسب Baptiste Ruiz (20285217)

Important features of SHAP interpretation. left column: The SHAP value distribution of the 20 most important features. right column: The importance bar chart of the top 20 features... حسب Hongqi Feng (14604437)

SHAP summary bar plot showing average feature importance. حسب Nasim Mahmud Nayan (22537994)

SHAP waterfall plot showing feature influence on student’s school continuation prediction. حسب Mst. Rokeya Khatun (22226685)

Dependence plot for SHAP values of CCI. حسب Lulu Lin (668304)

Visualization of mean absolute SHAP values for conditional algorithm across all classes. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm across all classes. حسب Sadia Nazim (21440115)

Supplementary file 1_Sarcopenia prediction model based on machine learning and SHAP values for community-based older adults with cardiovascular disease in China.docx حسب Peil Yu (21397427)

SHAP in-hospital using XGB-BFE. حسب Sazzli Kasim (11218558)

SHAP feature analysis summary chart. حسب Xiaobo Qi (758907)

"…Finally, we employ the SHAP model to analyze the impact of each feature on diabetes prediction, augmenting the model’s interpretability. …"

SHAP global importance plot of optimized Random Forest model. حسب Shimels Derso Kebede (16813901)

الموضوعات:

Individual patient set analysis for nulliparous women using SHAP. حسب Wasif Khan (3559979)