MSE for ILSTM algorithm in binary classification. by Asmaa Ahmed Awad (16726315)

“…Deep learning models (e.g., Long Short-Term Memory, LSTM) have been employed in designing intrusion detection systems to address this issue. …”

Algorithm for generating hyperparameter. by Balraj Preet Kaur (20370832)

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

Homomorphic binary tree. by Jianhua He (341366)

Results of machine learning algorithm. by Balraj Preet Kaur (20370832)

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

ROC comparison of machine learning algorithm. 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 Lightbgm. 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 Adaboost. 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 Lightbgm. by Balraj Preet Kaur (20370832)

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

Random forest with hyperparameter optimization. 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 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. …”

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. …”

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. …”

The Pseudo-Code of the IRBMO Algorithm. by Chenyi Zhu (9383370)

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. …”