The influence of features on model predictions, presented as a SHAP heatmap. حسب Kamil Książek (22177742)

Illustration of SHAP. حسب Kai Zhang (102844)

"…Through multidimensional health recommendations based on SHAP and PCC interpretations, if the health recommendations provided by the model are implemented, 64.58% of individuals could potentially extend their life expectancy. …"

SHAP Analysis of the 48 Weeks Prediction Results. حسب Pianpian Xia (22070450)

الموضوعات:

SHAP Analysis of the 12 Weeks Prediction Results. حسب Pianpian Xia (22070450)

الموضوعات:

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.…"

CHC amounts at the wing cuticle surface depend on Osy function. حسب Yiwen Wang (666361)

Trends in the amount and proportion of dental materials for restoration in Japan. حسب Yukihiro Sato (2400409)

الموضوعات:

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)

The total amount of gas produced by microencapsulated mangosteen peel and lemongrass (MELM) during the 0 to 96 hours of incubation. حسب Rittikeard Prachumchai (18771149)

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

Points represent regions where the cluster coefficient was significantly larger in HC compared to MCI, at sparsity level of 0.15. حسب Therese M. Gilligan (7460906)

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)