Folder with all data and algorithms حسب Jorge Servert Lerdo de Tejada (22290001)

Performance metrics of best algorithms for multiclass classification by serogroup of bacterial meningitis with hyperparameter tuning. حسب Audêncio Victor (10400699)

Performance metrics of best algorithms for binary classification of bacterial vs. non-bacterial meningitis with hyperparameter tuning. حسب Audêncio Victor (10400699)

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

الموضوعات: "…crayfish optimization algorithm…"

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

Algorithmic experimental parameter design. حسب 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. …"

Spatial spectrum estimation for three algorithms. حسب 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. …"

RFEcv algorithm flowchart. حسب Xinrui Wang (488330)

DMTD algorithm. حسب Yunhu Huang (21402795)

"…Finally, we conducted comparative tests of the manual driving, intelligent driving algorithm (ITOR, STON), and the algorithms proposed in this paper, EITO, using real line data from the Yizhuang Line of Beijing Metro (YLBS). …"

Development of the CO₂ Adsorption Model on Porous Adsorbent Materials Using Machine Learning Algorithms حسب Hossein Mashhadimoslem (11456548)

Control Parameters of IRSA Algorithm. حسب Wan-Hua Zhang (21601139)

"…This study focuses on this key area of diabetes prediction and aims to develop an innovative prediction method. Using the data set published by Kare, this paper constructs and compares various intelligent systems based on multilayer algorithms, and specifically introduces improved reptile search algorithm (IRSA) to optimize the weight and threshold initialization of traditional backpropagation (BP) neural networks. …"

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

"…The RF algorithm performed best with the lowest mean absolute percentage error (MAPE, 0.084%), mean absolute error (MAE, 0.035), root mean square error (RMSE, 0.063), and mean squared error (MSE, 0.004) values in the test dataset. …"

S1 Syntax - Application of machine learning algorithms to predict early childhood development in children aged 24–59 months across three East African countries حسب Tsion Mulat Tebeje (13955254)

الموضوعات:

Comparison of information on predicting survival outcomes or metastasis of cancer patients using machine learning algorithms in the past. حسب Jingru Dong (14076094)

الموضوعات:

Variables tested in the ML algorithms. حسب Gilson Yuuji Shimizu (19837946)

"…Data from Beth Israel Deaconess Medical Center (BIDMC), USA, were used for external validation. …"

Flowchart of DQN algorithm. حسب Jiandong Qiu (20389944)

The run time for each algorithm in seconds. حسب Edward Antonian (21453161)

"…The goal of this paper is to examine several extensions to KGR/GPoG, with the aim of generalising them a wider variety of data scenarios. The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …"

Learning curves under various machine algorithms. حسب Jinlin Teng (17972595)

الموضوعات:

ROC curves under various machine algorithms. حسب Jinlin Teng (17972595)

الموضوعات:

The overview of the ML algorithms’ flowchart. حسب Yasemin Ayaz Atalan (21989402)

"…The RF algorithm performed best with the lowest mean absolute percentage error (MAPE, 0.084%), mean absolute error (MAE, 0.035), root mean square error (RMSE, 0.063), and mean squared error (MSE, 0.004) values in the test dataset. …"