Predicting CO₂ Solubility in Diverse Ionic Liquids: A Data-Driven Approach Using Machine Learning Algorithms by Zahra Bastami (21474755)

Predicting CO₂ Solubility in Diverse Ionic Liquids: A Data-Driven Approach Using Machine Learning Algorithms by Zahra Bastami (21474755)

Improve algorithm settings. by Hui Zhao (7395)

“…This study proposes an intelligent anti-interference algorithm that combines deep neural networks and game theory, and constructs a model based on near-end strategy optimization. …”

Algorithm parameter setting. by Haiyan Zhang (176919)

“…To address these issues, we have developed the 3D bilateral filtering algorithm with noise level estimation assisted by multi-temporal SAR(3D-NLE-BF). …”

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

Subjects: “…missforest imputation algorithm…”

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

“…COMET leverages carefully curated data sets encompassing 2685 human targets of therapeutic relevance and 990,944 ligand-target interaction pairs. …”

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

“…COMET leverages carefully curated data sets encompassing 2685 human targets of therapeutic relevance and 990,944 ligand-target interaction pairs. …”

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

“…COMET leverages carefully curated data sets encompassing 2685 human targets of therapeutic relevance and 990,944 ligand-target interaction pairs. …”

Model-relevant variable data for external patients. by Lei Gao (6566)

Data Sheet 2_Machine learning algorithm based on combined clinical indicators for the prediction of infertility and pregnancy loss.zip by Rui Zhang (13940)

“…The model for potential pregnancy loss was also developed using five machine learning algorithms and was based on 7 indicators. …”

Data Sheet 1_Machine learning algorithm based on combined clinical indicators for the prediction of infertility and pregnancy loss.docx by Rui Zhang (13940)

“…The model for potential pregnancy loss was also developed using five machine learning algorithms and was based on 7 indicators. …”

Phases of proposed algorithm. by Muhammad Abdullah (3357692)

Subjects:

Pseudocode for the missForestPredict algorithm - new observation. by Elena Albu (15181070)

Subjects: “…missforest imputation algorithm…”

Relevant data underlying the findings described in manuscript. by Lin Qi (128224)

Hyperparameter settings. by Qingnan Ji (22662198)

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

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Ranking of ML algorithms. by Yasemin Ayaz Atalan (21989402)

“…The AB model, on the other hand, has the highest error values in the test data set, but still provides an acceptable prediction accuracy. …”

Summary of currently used data sets on lie detection. by Dmitri Bershadskyy (14684464)

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Performance of models by different algorithms. by Yong Zhang (5893)

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

“…The AB model, on the other hand, has the highest error values in the test data set, but still provides an acceptable prediction accuracy. …”