Five-fold cross-validation results of CNN algorithm at different SNRs. by Jiuxiao Cao (21594403)

Five-fold cross-validation results of CNN algorithm at different SNRs. by Jiuxiao Cao (21594403)

Parent class classification label. by Rong Zhou (138287)

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Optimal hyperparameters of the model-agnostic meta-learning algorithm with few-shot tasks. by Soraya Khanmohmmadi (21539953)

Learning Performance evaluated by classification accuracy of the original stimulus classes based on the output encoding of the neural network models. by Dirk Gütlin (22566778)

Data Sheet 1_Efficient tree species classification using machine and deep learning algorithms based on UAV-LiDAR data in North China.docx by Hanyu Zhang (1425250)

“…Introduction<p>The unmanned aerial vehicle -based light detection and ranging (UAV-LiDAR) can quickly acquire the three-dimensional information of large areas of vegetation, and has been widely used in tree species classification.…”

ResNet50 algorithm. by Zhang Shanshan (22272359)

Performance comparison of proposed CNN and feature extraction method with traditional machine learning algorithms for fine art image classification. by Ruhua Chen (10258912)

Classification image of typical patterns of Qiang embroidery. by Anqi Chen (1950547)

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

“…To address this, we introduce an Adaptive Mechanism-based Grey Wolf Optimizer (AMGWO) for FS in high-dimensional classification. …”

Confusion matrix for Random Forest algorithm (3000 Number of trees) highlights the classification accuracy across different classes. by Sadia Nazim (21440115)

Schematic Diagram of the ATF-DF Algorithm Concept. by Ming Gao (115719)

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Illustrative diagram of the ATF-DF-WA algorithm. by Ming Gao (115719)

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The confusion matrix for DR and healthy classification on the Messidor dataset. by Zenglei Liu (20629838)

Flowchart of CNN-based fuzzy inference system for pneumonia severity classification and symptom analysis. by Sulav Baral (22477755)

The flowchart of machine learning classification module. by Li Zhang (8200)

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Framework diagram of the news classification system. by Li Zhang (8200)

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AUC results (%) compared among methods, the LACK algorithm cannot work on the GRAZ02 dataset and is replaced with “—”. The best results are highlighted in bold. by Hui Yang (91136)

Accuracy results (%) compared among methods, the LACK algorithm cannot work on the GRAZ02 dataset and is replaced with “—”. The best results are highlighted in bold. by Hui Yang (91136)

Figures of Results for Various Algorithms. by Chuanxi Xing (20141665)

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