Filtered Labels after applying the data preparation algorithms. حسب Tanjim Taharat Aurpa (11250554)

Statistical results of various algorithms. حسب ZeSheng Lin (20501356)

الموضوعات:

The overview of the ML algorithms’ flowchart. حسب Yasemin Ayaz Atalan (21989402)

"…For this purpose, well-known Machine Learning (ML) algorithms such as Random Forest (RF), Adaptive Boosting (AB), and Gradient Boosting (GB) were utilized. …"

Data Sheet 1_Causal contextual bandits with one-shot data integration.pdf حسب Chandrasekar Subramanian (20393715)

"…We also show that the algorithm is sound; that is, as budget increases, the learned policy eventually converges to an optimal policy. …"

Table 1_Early stroke detection through machine learning in the prehospital setting.xlsx حسب María Ríos Delgado (22004942)

الموضوعات:

ZM deep convection code structure. حسب Yongfei Wang (608480)

Statistical Analysis Code. حسب James M. Smoliga (9074225)

Agent learning of FilmTrust dataset across various parameters. حسب Muhammad Waqar (500788)

الموضوعات:

Snapshot of Q-table at some time instance for Q-learning. حسب Muhammad Waqar (500788)

الموضوعات:

Evaluation results obtained with Q-learning on ML-100K. حسب Muhammad Waqar (500788)

الموضوعات:

A new approach in soil organic carbon estimation using machine learning algorithms: a study in a tropical forest in Vietnam حسب Thuy Phuong Nguyen (11769999)

"…This study aimed to evaluate the ability of SOC estimation using a multiple linear regression model (MLR) and four machine learning algorithms: artificial neural networks (ANN), support vector machine (SVM), random forest (RF), and extreme gradient boosting (XGBoost) with satellite data sources and soil nutrient indicator data to find the optimal method. …"

Point cloud data registration using the original ICP algorithm. حسب Mengyuan Yan (14200322)

Data Sheet 1_Clinical validation of an artificial intelligence algorithm for classifying tuberculosis and pulmonary findings in chest radiographs.pdf حسب Thiago Fellipe Ortiz de Camargo (19460818)

"…Artificial Intelligence (AI) algorithms could be of great help, but using real-world data is crucial to ensure their effectiveness in diverse healthcare settings. …"

Visualization of mean absolute SHAP values for conditional algorithm across all classes. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm across all classes. حسب Sadia Nazim (21440115)

Data Sheet 1_Explainable machine learning reveals ribosome biogenesis biomarkers in preeclampsia risk prediction.docx حسب Jingjing Chen (293564)

"…Functional enrichment analyses delineated the dysregulation of pathways, while weighted gene co-expression network analysis identified hub genes within ribosome biogenesis-associated modules. A multi-algorithm machine learning framework was employed to optimize predictive performance, with model interpretability achieved through SHapley Additive exPlanations and diagnostic accuracy validated by receiver operating characteristic curves. …"

Comparison of results based on CycleGAN method. حسب Xiaojun Wang (50332)

الموضوعات:

Algorithm of model development and validation. حسب Bethan Cracknell Daniels (20469396)

The average overall prediction accuracy of different algorithms in gm measurement. حسب JiaMing Gong (20427837)

The average overall prediction accuracy of different algorithms in AUC measurement. حسب JiaMing Gong (20427837)