SHAP-based feature importance ranking. حسب Jinrong Qi (22170340)

"…The results show that the combined application of feature selection, data augmentation, and SHAP-based optimization significantly improves the model’s prediction performance. …"

Sizes and similarity of the individual Gini-based and SHAP-based SPARTA selections. حسب Baptiste Ruiz (20285217)

SHAP-based interpretation of influencing process parameters on compressive strength. حسب R. S. Jayaram (22139155)

Feature importance of risk factors based on SHAP values, (a) Mean absolute SHAP values (b) Local explanation summary. حسب Shamsuz Zoha (22339469)

الموضوعات:

SHAP Values Distribution of Clinical Features. حسب Luyu Chai (12098204)

الموضوعات:

SHAP value summary graph. حسب Wangyouchen Zhang (21681025)

الموضوعات:

Importance ranking of the affecting factors based on RF-SHAP model. حسب Feifei Cheng (8985345)

SHAP summary plot for the XGBoost-based suicide prediction model. حسب Fatemeh Gholi Zadeh Kharrat (9073335)

SHAP interprets the mode. حسب Qiudie Liu (22655907)

The distribution of feature impact on model predictions of the treatment (positive SHAP values) and the control group (negative SHAP values) as a SHAP bee-swarm plot. حسب Kamil Książek (22177742)

SHAP dependence plots. حسب Yanxuan Wu (9623598)

Sample Outcomes with SHAP Values. حسب Badar Almarri (11337192)

"…<div><p>Alzheimer’s disease (AD) poses significant challenges to healthcare systems across the globe. …"

SHAP analysis of a sample. حسب Yun Zuo (8541492)

Global SHAP summary plot. حسب Yahui Wang (1305345)

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ADNI neuropsychological test clinical data summary showing average values with standard deviation. Statistical significance (95% significance level) was tested using analysis of Kr... حسب Sherlyn Jemimah (10328552)

SHAP value feature importance graph. حسب Wangyouchen Zhang (21681025)

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Gap junction (GJ) communication decreases the proportion of cells exhibiting Ca²⁺ spikes. حسب Dharsan K. Soundarrajan (11632145)

SHAP analysis of the GBM model. حسب Lang Gao (12963876)

"…<p>(A) The SHAP summary plot of the GBM model. (B) Significance analysis of feature importance ranking via SHAP, based on the mean value. …"

Feature importance based on SHAP values, depicted as a bar plot. حسب Probir Kumar Ghosh (6947282)

SHAP bar plot. حسب Meng Cao (105914)

"…</p><p>Results</p><p>Logistic regression analysis identified age, hemoglobin concentration, education level, and social participation as significant factors influencing CI. Models based on NNET, RF, LR, and SVM algorithms were developed, achieving AUC of 0.918, 0.889, 0.872, and 0.760, respectively, on the test set. …"