Type I error rate from estimation of simulated outcomes using the EE algorithm. حسب Alex Stivala (8356257)

Computation time of the mice algorithm with the different subroutines in seconds. حسب Jürgen Kampf (21354027)

الموضوعات:

Mean prevalence of CoC across groups created using the k-means algorithm. حسب Shafayet Khan Shafee (22593191)

Dataset state after applying our data preparation algorithm. حسب Tanjim Taharat Aurpa (11250554)

False positives of the GLP-1 compound using both the MaM and MiM algorithms. حسب Paula Cifuentes (22050278)

الموضوعات:

Diabetes prediction using optimized machine learning algorithms with grid search and Bayesian optimization. حسب Muhammad Rizwan Khurshid (20613973)

Flowchart of the general algorithm for one trial. حسب Junying Wang (509009)

UIQI of the results of each algorithm. حسب Haiyan Zhang (176919)

الموضوعات:

PSNR of the results of each algorithm. حسب Haiyan Zhang (176919)

الموضوعات:

Running time of each algorithm. حسب Haiyan Zhang (176919)

الموضوعات:

Table 1_Comprehensive analysis of multi-omics vaccine response data using MOFA and Stabl algorithms.xlsx حسب Aanya Gupta (22611515)

"…Donors were also assigned a binary value (0 or 1), being labeled as high responders if they had a fold change ≥4 of the antibody titer for hemagglutination inhibition (HAI) from day 0 to day 28, and low responders otherwise (0). In this project, we used the MOFA and Stabl algorithms to analyze FluPRINT, estimate the population structure from the data, and identify the most important features for predicting response to the vaccine.…"

Performance metrics (compared with DXA-based measurement) for different prediction algorithms using all predictors in training data. حسب Nick Birk (15444728)

"…<p>Performance metrics (compared with DXA-based measurement) for different prediction algorithms using all predictors in training data.</p>…"

Data fitting and time-dependent parameters inferences for five regions within BC using the VOCs-INN algorithm. حسب Wenxuan Li (2566450)

Flowchart of SIMPLE algorithm and PISO algorithm. حسب Feng Gao (3548)

"…Results show that under the comprehensive consideration of calculation accuracy, calculation time and memory occupancy, using sinusoidal expiratory boundary conditions combined with the PISO algorithm, with the RNG <i>k-ε</i> model during expiratory phase, and switching into the laminar flow during inspiratory phase, is the optimal strategy of simulating human breathing.…"

Two-dimensional visualization of cell clustering in the Guo2 dataset before and after imputation using multiple algorithms. حسب Siyi Huang (8562174)

Two-dimensional visualization of cell clustering in the iPSC dataset before and after imputation using multiple algorithms. حسب Siyi Huang (8562174)

Two-dimensional visualization of cell clustering in the CellType dataset before and after imputation using multiple algorithms. حسب Siyi Huang (8562174)

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

"…The results show: (1) Random oversampling, ADASYN, SMOTE, and SMOTEENN were used for data balance processing, among which SMOTEENN showed better efficiency and effect in dealing with data imbalance. (2) The GA-XGBoost model optimized the hyperparameters of the XGBoost model through a genetic algorithm to improve the model’s predictive accuracy. …"

Flowchart data balancing algorithm (SMOTE). حسب Xiangting Shi (21439579)

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