Best optimizer results of KNN. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Proposed Algorithm. by Hend Bayoumi (22693738)

Best optimizer results of Decision tree. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Best optimizer result for Adaboost classifier. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Best optimizer results for random forest. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Best optimizer results of Decision tree. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Best optimizer results of Extra tree. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Best optimizer results of Random Forest. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Best optimizer result for Extra tree. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

QSAR model for predicting neuraminidase inhibitors of influenza A viruses (H1N1) based on adaptive grasshopper optimization algorithm by Z.Y. Algamal (5547620)

Comparisons between ADAM and NADAM optimizers. by Hend Bayoumi (22693738)

The illustration depicts our CQ-CNN architecture for binary image classification. by Mominul Islam (3513758)

An optimization process of the proposed hybrid BEOSA (HBEOSA) combining both SA and FFA methods into BEOSA. by Olaide N. Oyelade (14047002)

Subjects:

Secure MANET routing with blockchain-enhanced latent encoder coupled GANs and BEPO optimization by Sandeep Jagonda Patil (22048337)

“…To tackle these challenges, this paper proposes the Blockchain Based Trusted Distributed Routing Scheme for MANET using Latent Encoder Coupled Generative Adversarial Network Optimized with Binary Emperor Penguin Optimizer (LEGAN-BEPO-BCMANET). …”

ROC curve for binary classification. by Nicodemus Songose Awarayi (18414494)

Confusion matrix for binary classification. by Nicodemus Songose Awarayi (18414494)

Results of KNN. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Comparison of key techniques in their literature. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

Ensemble model architecture. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”

SHAP analysis mean value. by Balraj Preet Kaur (20370832)

“…For the successful deployment of these machine learning-based systems, hyperparameter-based optimization and feature selection are important issues. …”