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

"…The ILSTM was then used to build an efficient intrusion detection system for binary and multi-class classification cases. The proposed algorithm has two phases: phase one involves training a conventional LSTM network to get initial weights, and phase two involves using the hybrid swarm algorithms, CBOA and PSO, to optimize the weights of LSTM to improve the accuracy. …"

Performance of the proposed method for binary classification of lung cancer. حسب Md. Sabbir Hossain (9958939)

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

Comparison of ROC curves between the baseline and the algorithm proposed in this paper. حسب Ping Xia (220386)

Applying the proposed image enhancement algorithm. حسب Nicodemus Songose Awarayi (18414494)

Urgent versus nonurgent binary classification performance. حسب Kyung Won Kwon (18150416)

Experimental results for the binary relevance classifier. حسب Antonio Fernando Lavareda Jacob Junior (17816730)

Binary contingency table. حسب Lu Xiao (314030)

The workflow of SCARS-Logistic algorithm. حسب Maryam Sadiq (7046903)

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)

An example of 2-dimensional non-linearly separable and non-separable data for binary classification. حسب Yuji Oyamada (11714754)

Framework of the proposed model. حسب Rajan Vohra (10689820)

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

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

Prediction AUC of Strokeformer and the competitor methods on the ten large-scale binary classification datasets. حسب Maocheng Cao (22127378)

Prediction AUC of Strokeformer and the competitor methods on the nine small-scale binary classification datasets. حسب Maocheng Cao (22127378)

Performance of the individual and proposed methods for multiclass classification of lung cancer. حسب Md. Sabbir Hossain (9958939)

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

"…The model further showed superior results on binary classification compared with existing methods. …"