Classification accuracy values of IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

Accuracy of different algorithms in binary classification on Alibaba Cloud data set. حسب Zhanhui Hu (18405183)

Number of features selected for IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

Sensitivity values of IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

Specificity values of IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

Fitness values of IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

F-score values of IRBMO vs. other binary algorithms. حسب Chenyi Zhu (9383370)

Information Value Scores (Binary Logistic Regression) and Feature Importance Scores (Random Forest) Across Features (for IVs from LR, a bar with dashed border indicates a significa... حسب Anis Ben Ghorbal (22521828)

Binary classification accuracy and DR comparison on NSL-KDD. حسب Arshad Hashmi (13835488)

The algorithms ranking. حسب Moein E. Samadi (13804201)

Bar chart comparing the average fitness values of various feature selection algorithms. حسب Doaa Sami Khafaga (21463870)

Accuracy comparison with existing approaches for Binary Classification with state of art on UNSW-NB15 and NSL-KDD. حسب Arshad Hashmi (13835488)

Accuracy comparison with existing approaches for binary classification with state of art on UNSW-NB15 and NSL-KDD. حسب Arshad Hashmi (13835488)

Box plots with swarm overlays for six feature selection algorithms, annotated with mean and standard deviation values. حسب Doaa Sami Khafaga (21463870)

Comparison of accuracy of MCL-FWA-BILSTM model with existing models for binary classification on UNSW-NB15 and NSL-KDD. حسب Arshad Hashmi (13835488)

Initial parameter settings for the optimization algorithms. حسب Doaa Sami Khafaga (21463870)

IRBMO vs. feature selection algorithm boxplot. حسب Chenyi Zhu (9383370)

"…To adapt to the feature selection problem, we convert the continuous optimization algorithm to binary form via transfer function, which further enhances the applicability of the algorithm. …"

MCL-FWA-BILSTM binary and multiclass accuracy comparison. حسب Arshad Hashmi (13835488)

Frequency and Density plot of features Across Classes of Ease of using the telehealth system “Effort Expectancy”. حسب Anis Ben Ghorbal (22521828)

Flowchart of the proposed Margin Weighted Robust Discriminant Score (MW-RDS) algorithm. حسب Sheema Gul (21519289)