The top 109 most significant features among the 28,456 mRNAs. by Sepideh Zununi Vahed (9861298)

Subjects:

Bar chart and summary chart of contributions based on absolute values of SHAP. by Kai Wang (21246)

“…<p>A) Bar chart of important attributes based on absolute values of SHAP (95% CIs, 1000 bootstraps), B) Summary chart of important attributes based on absolute values of SHAP. …”

SHAP values for predicting child removals. by Michael Rosholm (4020347)

GA-XGBoost model SHAP feature density scatter plot. by Wenguang Li (6528113)

GXM decreases the trans-endothelial electrical resistance (TEER) and transmigration of <i>C</i>. <i>neoformans</i> through HBECs in a blood brain barrier (BBB) model. by Hiu Ham Lee (15374677)

Mean Absolute SHAP values and their impact. by Dakota McCarty (17827264)

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

Illustration of SHAP. by 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. by Pianpian Xia (22070450)

Subjects:

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

Subjects:

SHAP feature importance (Mean). by 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. by Asmaa Ahmed Awad (16726315)

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

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

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

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

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

SHAP values across age groups. by 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. by Baptiste Ruiz (20285217)

BA attenuated the decrease in the expression of ZO-1 and Occludin induced by LPS in Caco2 cells. by Luqiong Liu (11537092)