Table_2_Integrated Evolutionary Learning: An Artificial Intelligence Approach to Joint Learning of Features and Hyperparameters for Optimized, Explainable Machine Learning.DOCX by Nina de Lacy (6559520)

“…This approach offers significant flexibility, enlarges the solution space and mitigates bias that may arise from manual or semi-manual hyperparameter tuning and feature selection and presents the opportunity to select the inner machine learning algorithm based on the results of optimized learning for the problem at hand.…”

Schematic of the proposed credit risk prediction model employing off-policy PPO for feature selection and imbalanced classification and the BOHB method for optimal hyperparameter t... by Cai Yuanqing (22513351)

BA attenuated the decrease in the expression of ZO-1 and Occludin induced by LPS in Caco2 cells. by Luqiong Liu (11537092)

Hyperparameters used for our models. by Koena Ronny Mabokela (21492394)

GXM decreases the trans-endothelial electrical resistance (TEER) and transmigration of <i>C</i>. <i>neoformans</i> through HBECs in a blood brain barrier (BBB) model. by Hiu Ham Lee (15374677)

Hyperparameter search space for LR. by Md Abdus Sahid (18517191)

“…To optimize the classification performance of classifiers, we tune the model by hyperparameter optimization with 10-fold grid search cross-validation. …”

Hyperparameter Search Space for KNN. by Md Abdus Sahid (18517191)

“…To optimize the classification performance of classifiers, we tune the model by hyperparameter optimization with 10-fold grid search cross-validation. …”

Hyperparameter search space for SVM. by Md Abdus Sahid (18517191)

“…To optimize the classification performance of classifiers, we tune the model by hyperparameter optimization with 10-fold grid search cross-validation. …”

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. …”

BA attenuated the decrease in the integrity and increase in the permeability of the epithelial barrier injury induced by LPS in Caco2 cell monolayers. by Luqiong Liu (11537092)

Hyperparameter settings. by Congyuan Xu (3338283)

Parasite burden is significantly decreased in the small intestine of <i>taiep</i> infected rats. by Karen Elizabeth Nava-Castro (6940340)

Y-27632 collaborated with BA to attenuate the increase in the integrity and decrease in the permeability of epithelial barrier injury induced by LPS in Caco2 monolayers. by Luqiong Liu (11537092)

“…<p>(<b>A)</b> Y-27632 collaborated with BA to attenuate the effect of LPS on TEER in Caco2 cells on days 1–22. (<b>B)</b> Y-27632 collaborated with BA to attenuate the effect of LPS on TEER in Caco2 cells on day 22. …”

Y-27632 synergized with BA to alleviate the decrease in the expression of and abnormal localization of ZO-1 and Occludin in LPS-induced Caco2 cells. by Luqiong Liu (11537092)

Effects of Class Imbalance and Data Scarcity on the Performance of Binary Classification Machine Learning Models Developed Based on ToxCast/Tox21 Assay Data by Changhun Kim (682542)

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Feature ranking using the SHAP values for the LightGBM model. by Abdellatif Bekkar (19469239)

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Performance of machine learning models on IZ dataset (Primary metrics). by Abdellatif Bekkar (19469239)

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Observed and predicted PM_2.5 concentrations. by Abdellatif Bekkar (19469239)

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Correlation between PM_2.5 levels and environmental parameters at two monitoring sites. by Abdellatif Bekkar (19469239)

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Feature importance plot derived from the LightGBM model. by Abdellatif Bekkar (19469239)

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