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

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The construction process of the FCM clustering algorithm. حسب Xini Fang (20861990)

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

Explained variance ration of the PCA algorithm. حسب Abeer Aljohani (18497914)

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Structure of the Kuhn-Munkres Algorithm. حسب Qingnan Ji (22662198)

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Clustering evaluation results of the FCM algorithm. حسب Xini Fang (20861990)

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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. …"

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. …"

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. …"

The pseudocode of the RFE algorithm. حسب Zuzhen Ji (17593348)

User satisfaction scores for different algorithms. حسب Qingnan Ji (22662198)

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The steps of applying RF algorithm. حسب Zuzhen Ji (17593348)

The parameter settings of the RF algorithm after parameter optimization. حسب Xini Fang (20861990)

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Construction process of RF. حسب Xini Fang (20861990)

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

Improve algorithm settings. حسب Hui Zhao (7395)

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Overview of the proposed process with data processing, model development, model evaluation and explainability. حسب Md Amir Hamja (20495951)

General model performance for different algorithms. حسب Binghan Xue (21253235)

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Illustration of the Noisy Student algorithm proposed by [30]. حسب Martin Wutke (19786999)

Comparison of information on predicting survival outcomes or metastasis of cancer patients using machine learning algorithms in the past. حسب Jingru Dong (14076094)

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