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

Subjects:

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

Subjects:

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

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

Subjects:

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

Subjects:

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

Subjects:

COMET: A Machine-Learning Framework Integrating Ligand-Based and Target-Based Algorithms for Elucidating Drug Targets by 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 by 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 by 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. by Zuzhen Ji (17593348)

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

Subjects:

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

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

Subjects:

Construction process of RF. by Xini Fang (20861990)

Subjects:

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

Improve algorithm settings. by Hui Zhao (7395)

Subjects:

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

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

Subjects:

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

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

Subjects: