SHAP Feature Importance: Mean Absolute SHAP Values in the XGBoost Final Model for Predicting MASLD. by Yong Zhang (5893)

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SHAP analysis. by Hexin Li (8641479)

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

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Mean values and 95% confidence intervals for recovery time, Average NN Interval (AVNN); Standard Deviation of NN Intervals (SDNN), Low Frequency/ High Frequency Ratio (LF/HF); and... by Robert Trybulski (10998702)

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

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

Model explanation through SHAP. by 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. by 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... by Sherlyn Jemimah (10328552)

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

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

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

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

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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)

Global Land Use Change Impacts on Soil Nitrogen Availability and Environmental Losses by Jing Wang (6206297)

“…By compiling a global data set of 1,782 paired observations from 185 publications, we show that land use conversion from natural to managed ecosystems significantly reduced NNM by 7.5% (−11.5, −2.8%) and increased NN by 150% (86, 194%), indicating decreasing N availability while increasing potential N loss through denitrification and nitrate leaching. …”

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

Positional cloning of <i>qNN1</i> on chromosome 16. by Xinxin Li (281237)

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

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

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