Graphical illustration of a spectral approach for training support vector machine. حسب Abeer Aljohani (18497914)

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Accuracy of the support vector machines for different proportion of test samples and different length of nodes used for training. حسب Abeer Aljohani (18497914)

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Confusion matrix representation of classification outcomes. حسب Abeer Aljohani (18497914)

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The parametric study of the confusion matrix values for different proportion of test samples vs number of nodes from the spectral space. حسب Abeer Aljohani (18497914)

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ROC and precision plots of SVM showing the details of accuracy. حسب Abeer Aljohani (18497914)

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Classification Report of the SVM classifier without using any window. حسب Abeer Aljohani (18497914)

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Accuracy of the support vector machines for different proportion of test samples. حسب Abeer Aljohani (18497914)

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Accuracy of the proposed method using SVM combined with the uniform window. حسب Abeer Aljohani (18497914)

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Classification Report of the SVM classifier using a uniform window. حسب Abeer Aljohani (18497914)

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Processed results from ECG data with the P-T algorithm. حسب Daehyun Kwon (11985629)

Data Sheet 1_Impact on bias mitigation algorithms to variations in inferred sensitive attribute uncertainty.pdf حسب Yanchen Wang (13251966)

"…One approach to improve trustworthiness and fairness in AI systems is to use bias mitigation algorithms. However, most bias mitigation algorithms require data sets that contain sensitive attribute values to assess the fairness of the algorithm. …"

Algorithm for constructing Boot-t CIs. حسب Qin Gong (118801)

"…Finally, we demonstrate effectiveness of our estimation method in practical applications using a set of real data.</p></div>…"

ROC curves of the training set and the testing set under the XGBoost algorithm. حسب Yong Zhang (5893)

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Data for "Quantum-enhanced simulated annealing using Rydberg atoms" حسب Seokho Jeong (20596511)

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

"…This study aims to predict the spatial distribution of nematode associations from 25 m to 2500 m water depth over an area of 350,000 km² and understand the major oceanographic processes influencing them. The study considered data from 245 nematode genera and 44 environmental parameters from 100 stations. …"

Calculation algorithm implementing the proposed model. حسب Landry Djopkop Kouanang (17131748)

Calculation algorithm implementing the proposed model. حسب Landry Djopkop Kouanang (17131748)

The confusion matrix of the models in the test set. حسب Jingru Dong (14076094)

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Datasets and experimental settings. حسب Hongtao Wang (570131)

"…The five interconnected modules constituting the architecture include (i) multi-source data collection using RESTful APIs; (ii) weighted preprocessing pipelines using tokenization, lemmatization, and normalization; (iii) Adam algorithm-optimized model training and cross-entropy loss minimization-based training; (iv) adaptive real-time processing using dynamic window segmentation; and (v) an ongoing refinement loop using continuous user inputs, triggered by a feedback mechanism. …"

The dynamic curve of rotation angle of each node of human body. حسب Shinan Ding (20783580)

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