Effects of Class Imbalance and Data Scarcity on the Performance of Binary Classification Machine Learning Models Developed Based on ToxCast/Tox21 Assay Data by Changhun Kim (682542)

“…Therefore, the resampling algorithm employed should vary depending on the data distribution to achieve optimal classification performance. …”

Improved support vector machine classification algorithm based on adaptive feature weight updating in the Hadoop cluster environment by Jianfang Cao (1881379)

“…<div><p>An image classification algorithm based on adaptive feature weight updating is proposed to address the low classification accuracy of the current single-feature classification algorithms and simple multifeature fusion algorithms. …”

Latent state estimations for experimental data with no stressors. by Samiul Alam (18563323)

Latent state estimations for experimental data with interruptions for subject 18. by Samiul Alam (18563323)

Latent state estimations for experimental data with time limit. by Samiul Alam (18563323)

Latent state estimations for experimental data with no stressors for subject 22. by Samiul Alam (18563323)

Latent state estimations for experimental data with no stressors for subject 17. by Samiul Alam (18563323)

Latent state estimations for experimental data with interruptions for subject 13. by Samiul Alam (18563323)

Latent state estimations for experimental data with no stressors for subject 3. by Samiul Alam (18563323)

Latent state estimations for experimental data with time limit for subject 17. by Samiul Alam (18563323)

Latent state estimations for experimental data with no stressors for subject 15. by Samiul Alam (18563323)

Latent state estimations for experimental data with interruptions for subject 7. by Samiul Alam (18563323)

Latent state estimations for experimental data with time limit for subject 13. by Samiul Alam (18563323)

Latent state estimations for experimental data with no stressors for subject 1. by Samiul Alam (18563323)

Latent state estimations for experimental data with time limit for subject 16. by Samiul Alam (18563323)

Latent state estimations for experimental data with time limit for subject 20. by Samiul Alam (18563323)

Latent state estimations for experimental data with interruptions for subject 15. by Samiul Alam (18563323)

Latent state estimations for experimental data with interruptions for subject 21. by Samiul Alam (18563323)

Latent state estimations for experimental data with interruptions for subject 5. by Samiul Alam (18563323)

Latent state estimations for experimental data with no stressors for subject 19. by Samiul Alam (18563323)