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)

Subjects:

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)

County-level geographical septile distribution for the first 12 statistically significant factors with at least one statistically significant coefficient ranked by decreasing ΔIC. by Yanan Long (11784717)

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

Table_1_Decrease in the number of new cancer diagnoses during the first year of the COVID-19 pandemic – cohort study of 3.5 million individuals in western Poland.docx by Maciej Trojanowski (17690721)

“…In females the observed incidence was higher than expected for cancer of an unspecified site (SIR 1·19, 95% CI 1·01 to 1·38). In our study, the decrease in new cancer cases was greater in males than in females.…”

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)

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)

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. …”

Data_Sheet_1_Specific Integration of Temperate Phage Decreases the Pathogenicity of Host Bacteria.docx by Yibao Chen (5517782)

“…The integration site of PHB09 is specifically located within a pilin gene of B. bronchiseptica. Importantly, we found that the integration of phage PHB09 significantly decreased the virulence of parental strain B. bronchiseptica Bb01 in mice, most likely through disruption the expression of pilin gene. …”

DataSheet_1_Three-Dimensional Culture Decreases the Angiogenic Ability of Mouse Macrophages.docx by Haoxin Shi (11865371)

“…In addition, the expression of almost all genes related to two important angiogenic pathways was decreased in 3D-cultured macrophages, including the two key angiogenic factors, VEGFA and ANG2. …”

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

Increases and decreases in resources. by Guangliang Li (194029)

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: