Performance Metrics Comparison for Various Detection Algorithms. by Persiya J. (21743388)

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

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Comparative analysis of off-policy PPO algorithm and on-policy algorithm on the a) CSMAR and b) MorningStar datasets. by Cai Yuanqing (22513351)

Genetic algorithm flowchart. by 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. …”

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

Confusion matrix for RUSBoost algorithm (3000 Learning Cycles) highlights the classification accuracy across different classes. by Sadia Nazim (21440115)

Performance comparison of federated learning algorithms for nucleus segmentation with INT8 quantized models. by Anjir Ahmed Chowdhury (21696531)

Visualization of mean absolute SHAP values for conditional algorithm across all classes. by Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm across all classes. by Sadia Nazim (21440115)

Details of multiple GWO algorithm variants. by Genliang Li (5816264)

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Proposed hybrid GA- ML algorithms. by Ankur Kumar (1357440)

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Proposed GA-ML algorithms pseudocode. by Ankur Kumar (1357440)

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Algorithm steps for house price prediction model. by Xuan Wang (55634)

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Four example recordings analysed by the algorithm. by Andrew McDonald (2307400)

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code&data by Liyuan Liu (18298084)

“…The study identified outdoor sports facilities in Shanghai using advanced deep-learning techniques on remote sensing data. …”

Top features identified by the stepwise additive feature selection algorithm. by Kylie K. Hornaday (9713558)

Data Sheet 1_Hybrid machine learning algorithms accurately predict marine ecological communities.pdf by Luciana Erika Yaginuma (10477013)

“…Data was analyzed by means of a hybrid machine learning (ML) approach, which combines unsupervised and supervised methods. …”

Data Sheet 1_A combined model of shoot phosphorus uptake based on sparse data and active learning algorithm.pdf by Tianli Wang (1438498)

An example shows how XAI algorithm helps an expert to make a decision. by Shuvo Biswas (21728782)

Algorithm design of XGBoost Cox model used in 1°P-CARDIAC full model. by Yekai Zhou (17285873)