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

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Mechlorethamine gel causes epithelium thinning, epithelium-stroma separation, and decreased total stroma cell count. by Ana M. Sandoval-Castellanos (11611315)

“…<p>A) Epithelium thickness decreased, and B) the percentage of epithelium-stroma separation increased after NM exposure. …”

Descriptive statistics (means) for full sample and by lockdown status. by Drew B. Cameron (10687420)

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The mean values of the accessibility of different types of communities. by Juan Wang (115708)

Subjects:

SHAP analysis of the GBM model. by 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. by Probir Kumar Ghosh (6947282)

Incidence of New-Onset Cardiovascular Disease in 2018 Follow-up by Sleep Duration Groups. by Zhi Jin (3742471)

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Plotted posterior mean of the BYM random effect of the from 2014–2019. by Kathryn P. Hacker (3329439)

Subjects:

SHAP bar plot. by 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. …”

SHAP summary plot. by 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. …”

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)

Statistically significant union pathways refer to the miRNAs with a decreased expression on day 5. by Morgana Lüdtke Azevedo (15285409)

Statistically significant union pathways refer to the miRNAs with a decreased expression on day 1. by Morgana Lüdtke Azevedo (15285409)

5-fluorouracil decreases rates of persistent and reappearing actinic keratoses: The VAKCC Trial by Moniyka Sachar (9399032)

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

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Means (and standard deviations) of the difference scores between the ratings for the present minus the ratings for the past/future for five personality dimensions, with the signifi... by Joanna Gutral (12101779)

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

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Starvation improves locomotory capacity and decreases the number of α-synuclein-YFP aggregates of transgenic <i>C. elegans</i> through LMP-1 dependent mechanism. by María Gallardo-Campos (22170919)

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