Bagging Model Algorithm Flow. by Wen Yu (384130)

The performance of four algorithms on different datasets. by Jun Zhao (59250)

Subjects:

Data size, algorithm, and cross validation metrics in case study 1. by Lillian Li (11337679)

Algorithm parameter settings. by Yue Guo (695495)

Example measurement and analysis units for landscape elements. by Jaewon Han (8660295)

Subjects:

Performance analysis of different FL algorithms on both models. by Anjir Ahmed Chowdhury (21696531)

The steps of applying RF algorithm. by Zuzhen Ji (17593348)

Feature selection using Boruta algorithm. by Shayla Naznin (13014015)

“…Feature selection was performed using the Boruta algorithm and model performance was evaluated by comparing accuracy, precision, recall, F1 score, MCC, Cohen’s Kappa and AUROC.…”

Runtime (s) of 12 algorithms across datasets of varying sizes. by Siyi Huang (8562174)

LDA algorithm [11,28,31,59]. by Hui Zhang (7197)

Comparison of different optimization algorithms. by Hang Zhao (143592)

Subjects: “…crayfish optimization algorithm…”

Algorithm process. by Wei Cui (92129)

“…This paper aims to address these challenges by proposing an automated DDoS attack detection algorithm using the Informer model. We introduce a windowing technique to segment network traffic into manageable samples, which are then input into the Informer for feature extraction and classification. …”

Algorithm comparison. by Wei Cui (92129)

“…This paper aims to address these challenges by proposing an automated DDoS attack detection algorithm using the Informer model. We introduce a windowing technique to segment network traffic into manageable samples, which are then input into the Informer for feature extraction and classification. …”

Algorithm comparison. by Wei Cui (92129)

“…This paper aims to address these challenges by proposing an automated DDoS attack detection algorithm using the Informer model. We introduce a windowing technique to segment network traffic into manageable samples, which are then input into the Informer for feature extraction and classification. …”

Top-performing model configuration and performance by algorithm type. by Uğur Ejder (22683228)

Subjects:

Comparative results with existing representative algorithms. by Yan Qin (118276)

PLS-SEM algorithm. by Ernest Nyamekye (18451455)

Initialization of variables in the APDCA algorithm. by Yangsong He (13909371)

Subjects:

The schematic diagram of the iForest algorithm. by Zhibo Xie (6790775)

Subjects:

Ranking of ML algorithms. by Yasemin Ayaz Atalan (21989402)

“…The AB model, on the other hand, has the highest error values in the test data set, but still provides an acceptable prediction accuracy. …”