Ranking of ML algorithms. 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 on the prediction performances of ML algorithms. حسب Yasemin Ayaz Atalan (21989402)

Results of RF algorithm screening factors. حسب Jintao Li (448681)

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. …"

An example shows how XAI algorithm helps an expert to make a decision. حسب Shuvo Biswas (21728782)

Studies preferring ML algorithms for forecasting in renewable energy production. حسب Yasemin Ayaz Atalan (21989402)

Performance of different machine learning algorithms. حسب Apichat Suratanee (634281)

The relevant code in the manuscript can be found in the supporting information data file. حسب Xini Fang (20861990)

الموضوعات:

Relevant Parameters. حسب Dongyan Wang (195482)

"…These railways cater well to commuters and travelers, making reliable and cost-effective maintenance crucial. …"

Definitions of relevant SSA parameters. حسب Yeping Shi (14279118)

"…Response data are classified and regressed using a sparrow search algorithm (SSA)-optimized backpropagation neural network (BPNN). …"

Novel VR Analysis Methods to Quantify Military-Relevant Shooting Performance During Sleep Deprivation with Exogenous Ketones حسب Yasmeen Dabiran (21005885)

Learning curves under various machine algorithms. حسب Jinlin Teng (17972595)

الموضوعات:

ROC curves under various machine algorithms. حسب Jinlin Teng (17972595)

الموضوعات:

The relevant data file for this article. حسب Linsha Liu (20378293)

Confusion Matrix for the Hybrid algorithms. حسب Faten Al-hussein (20707521)

"…Medical records from 3,000 King Abdulaziz University Hospital patients containing demographic, lifestyle, and lipid profile data were used to develop the models. For the first time, we utilized recommended machine learning algorithms to develop hybrid prediction models to reduce the number of significant KPIs while enhancing HbA1c prediction accuracy. …"

Schematic diagram of random forest algorithm. حسب Imee V. Necesito (12749885)

Pseudocode for the missForestPredict algorithm. حسب Elena Albu (15181070)

"…Missing data in input variables often occur at model development and at prediction time. The missForestPredict R package proposes an adaptation of the missForest imputation algorithm that is fast, user-friendly and tailored for prediction settings. …"

Clinically relevant subgroups of T2DM patients using unsupervised clustering analysis حسب Evans A. Adu (7524140)

Random forest evaluation. حسب Azhar Imran (17720751)

الموضوعات:

COMET: A Machine-Learning Framework Integrating Ligand-Based and Target-Based Algorithms for Elucidating Drug Targets حسب Haojie Wang (3072141)

"…Computational methods can efficiently narrow down the candidate targets for subsequent experimental validation. We have developed a computational target-fishing method, termed COMET, which integrates ligand-based similarity scores with target-based binding scores into a random forest algorithm for target ranking. …"