SHAP analysis. حسب Hexin Li (8641479)

The ten most significant features of the Random Forest model based on classification accuracy. حسب Nguyen Tat Thanh (10296398)

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SHAP analysis in XGBoost, Mexico 2022. حسب Oliver Mendoza-Cano (9148646)

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SHAP summary plot of features in the model. حسب Yanxuan Wu (9623598)

Model explanation through SHAP. حسب Tingting Tong (11993299)

"…The results demonstrate that the ensemble learning-based predictive framework significantly outperforms traditional machine learning methods. …"

SHAP summary plot for different responsibility categories. حسب Yahui Wang (1305345)

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ADNI clinical data summary showing average values with standard deviation. Statistical significance (95% significance level) was tested using analysis of variance (ANOVA) for the a... حسب Sherlyn Jemimah (10328552)

SHAP distribution plot for demographics. حسب Dakota McCarty (17827264)

SHAP interpretation of the optimal machine learning model. حسب Wentao Yang (205781)

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The SHAP dependence plot for features in the GBM model. حسب Lang Gao (12963876)

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

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Bar chart and summary chart of contributions based on absolute values of SHAP. حسب 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. حسب Michael Rosholm (4020347)

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

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

Overview of the WeARTolerance program. حسب Ana Beato (20489933)

"…<div><p>The stigma surrounding mental health remains a significant barrier to help-seeking and well-being in youth populations. …"

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)

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

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