Performance of machine learning algorithms. by Wenxue Liu (6877754)

ML algorithms in cyber security. by Abdullah Asım Yılmaz (20715311)

The comparison of results from the proposed architecture and state-of-the-art algorithms on the UNSW-B15, NSL-KDD and KDDCUP’99 dataset. by Abdullah Asım Yılmaz (20715311)

Types of machine learning algorithms. by Md. Merajul Islam (12646837)

“…Thus, the objectives of this study are to develop an appropriate model for predicting the risk of undernutrition and identify its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms.</p><p>Materials and methods</p><p>This study used the latest nationally representative cross-sectional Bangladesh demographic health survey (BDHS), 2017–18 data. …”

Machine learning algorithms hyperparameter values. by Mahbub E. Sobhani (22278967)

Comparison of federated learning algorithms. by Duy-Dong Le (22057362)

The performance matrix of different machine learning algorithms. by Ahmad M. Al-Omari (20460931)

Machine learning prediction algorithm flow chart. by Ahmad M. Al-Omari (20460931)

Performance of different machine learning algorithms. by Apichat Suratanee (634281)

AlgorithmsAnalysis.pdf by Ruth Lamprecht (21620834)

Subjects: “…Data structures and algorithms…”

Algorithm flow based on CL-EPIDTN. by Fang Yang (123514)

Confusion Matrix for Subspace algorithm (3000 Learning Cycles) providing insight into the performance evaluation of Subspace algorithm. by Sadia Nazim (21440115)

Comparison of results based on CycleGAN method. by Xiaojun Wang (50332)

Subjects:

Decision tree algorithms. by Mahbub E. Sobhani (22278967)

“…<div><p>Imbalanced intrusion classification is a complex and challenging task as there are few number of instances/intrusions generally considered as minority instances/intrusions in the imbalanced intrusion datasets. Data sampling methods such as over-sampling and under-sampling methods are commonly applied for dealing with imbalanced intrusion data. …”

Data prediction results of SVM algorithm. by Yanqing Men (20283876)

Data prediction results of SARIMA algorithm. by Yanqing Men (20283876)

Algorithm framework. by Zongjin Li (38031)

Subjects:

Initialization Algorithm. by Ruizhi Yuan (16864629)

Subjects:

Convergence curve of the DBO algorithm. by Ma Haohao (22177538)

“…The improved Dung Beetle Optimization algorithm, Back Propagation Neural Network, Finite Element Analysis, and Response Surface Methodology provide a strong guarantee for the selection of robot polishing process parameters. …”

List of the time used by each algorithm. by JiaMing Gong (20427837)

“…To this end, this paper proposes an entropy-based dynamic ensemble classification algorithm (EDAC) to consider data streams with class imbalance and concept drift simultaneously. …”