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

Comparing demographic data (mean values). by Tamer Shousha (10960632)

Subjects:

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

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

Spatial heterogeneity in the impact of digital financial inclusion on the carbon reduction gap in agricultural regions. by Lingzhi Tan (19146572)

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)

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... by Hongqi Feng (14604437)

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

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

Does Mean Platelet Volume Decrease in the presence of Coronary Artery Fistula? by Isa Sincer (7234577)

“…Several studies have shown the association between mean platelet volume (MPV) and cardiovascular diseases. …”

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

Gut and nasal microbiome features have significantly different pairwise distance distributions compared to null expectation. by Holly Kristin Arnold (14204655)

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

Visualization of mean absolute SHAP values for Interventional algorithm across all classes. by 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 by Peil Yu (21397427)

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

Increased endodiastolic volume and decreased ejection fraction in GJB4-deficient zebrafish. by Ryuji Okamoto (614374)

Impact of the three-dimensional Indices of digital financial inclusion on the regional agricultural carbon emissions gap. by Lingzhi Tan (19146572)

Words for describing activities that decrease and/or increase Subjective Well-Being. by August Håkan Nilsson (12937056)

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

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