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

“…We have used Random Forest, Bagging, and Boosting (AdaBoost) algorithms and have compared their performances. We have used decision tree (C4.5) as the base classifier of Random Forest and AdaBoost classifiers and naïve Bayes classifier as the base classifier of the Bagging model. …”

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

Architecture of AGAN algorithm model. by Xing Chen (140292)

“…This approach establishes the missing data filling mechanism based on the generative adversarial networks, which ensures the rationality of the data distribution while filling the missing data samples. …”

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

Efficiency of imputation algorithms. by Yongqi Bu (20477564)

Hyperparameters’ setting for PSO algorithm. by Feng Shen (151470)

Subjects:

Algorithm framework. by Zongjin Li (38031)

Subjects:

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

Performance of models by different algorithms. by Yong Zhang (5893)

Subjects:

Trace plot and histogram of MCMC samples using MH algorithm. by Salem A. Alyami (10572611)

Subjects:

S1 Data - An improved YOLOv8s-based UAV target detection algorithm by Xinwei Wang (352488)

Genetic algorithm flowchart. by Wenguang Li (6528113)

Subjects:

Comparison of accuracy and recall between different algorithms. by Wangyouchen Zhang (21681025)

Action potential of sample points in model 1. by Hang Zhao (143592)

Subjects: “…crayfish optimization algorithm…”

Action potential of sample points in model 2. by Hang Zhao (143592)

Subjects: “…crayfish optimization algorithm…”

Action potential of sample points in model 0. by Hang Zhao (143592)

Subjects: “…crayfish optimization algorithm…”

Genetic algorithm iteration data chart. by Wenguang Li (6528113)

Subjects:

Algorithmic experimental parameter design. by Chuanxi Xing (20141665)

“…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …”

Linear-regression-based algorithms succeed at identifying the correct functional groups in synthetic data, and multi-group algorithms recover more information. by Yuanchen Zhao (12905580)

Subjects:

Process of facial feature extraction and recognition method based on ipca algorithm. by Lu Lin (201289)