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. …"

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

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

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

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

Structure of the proposed hybrid CNN-SVD-based ensemble model for lung cancer classification. حسب Md. Sabbir Hossain (9958939)

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)

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

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

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

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

Metrics used to evaluate the models proposed in the literature. حسب Sebastião Rogério da Silva Neto (11944944)

Accuracy assessment of 2017 binary classification and multi-classification result (OA(Overall accuracy), PA(Producer accuracy), UA(User accuracy), ML(Maximum likelihood)). حسب Lei Liang (326409)

Binary confusion matrix. حسب Chen Zhu (445894)

Processes in the bagged tree ensemble classification in our experiment. حسب Rinrada Tanthanathewin (18611171)

The scheme of CARS-Logistic algorithm. حسب Maryam Sadiq (7046903)

Feature Selection for Microarray Data Classification Using Hybrid Information Gain and a Modified Binary Krill Herd Algorithm حسب Ge Zhang (112487)

"…A pre-screening method of feature ranking which is based on information gain (IG) and an improved binary krill herd (MBKH) algorithm are integrated in this strategy. …"

Using the Accuracy metric, three model types—naive deep learning models, advanced deep learning models, and the proposed framework—are compared for the binary classification of nor... حسب Amin Ullah (12015113)

Implementation of Adaptive Genetic Algorithm for classification problems حسب Dr.E.N. Ganesh (12315038)

"…In this article,</p> <p>we propose a genetic algorithm approach to the</p> <p>classification problem. …"

The overview of the proposed method. حسب Seyed Mahdi Hosseiniyan Khatibi (16791475)

Using the Recall, Precision, and F1-score metrics, three model types are compared: naïve deep learning models, advanced deep learning models, and the proposed framework for binary... حسب Amin Ullah (12015113)