Features selection using the Boruta algorithm. by Nishat Tasnim Thity (21755858)

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Parameters of the machine learning algorithms used in the study. by Xiaoyan Yang (259084)

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Data generation algorithm. by Aluwani Ramalata (21262977)

DataSheet1_Development of a COVID-19 early risk assessment system based on multiple machine learning algorithms and routine blood tests: a real-world study.docx by Qiangqiang Qin (12533191)

“…</p>Methods<p>In this retrospective study, we divided a portion of the data into training and validation cohorts in a 7:3 ratio and established a model based on a combination of two ML algorithms first. …”

Algorithm for optimizing the model using transformer. by Weiling Liu (1465480)

Prediction performance (BSS) for simulated datasets with simulated missingness: low correlation (0.1) and low AUROC (0.75). by Elena Albu (15181070)

Summary of major algorithms used for signal detection. by Feilong Tan (14886395)

Accuracy of inference from data-matched simulations. by Adam G. Fine (21763286)

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Data propagation algorithm stages. by Fazia Akhtar (21453122)

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The data used in the figures. by Yonghui Zhang (279832)

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Statistical testing. by Jiayuan Wang (3765376)

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Design flowchart of hybrid prediction system. by Jiayuan Wang (3765376)

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Results of ES model on wind speed dataset. by Jiayuan Wang (3765376)

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CS-BP model prediction results. by Jiayuan Wang (3765376)

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Comparison results of time complexity. by Jiayuan Wang (3765376)

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Wind power comparison results. by Jiayuan Wang (3765376)

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Participant selection algorithm. by Alex Gough (16734033)

Data Sheet 2_Development of a tertiary lymphoid structure-based prognostic model for breast cancer: integrating single-cell sequencing and machine learning to enhance patient outco... by Xiaonan Zhang (538829)

“…Using single-cell RNA sequencing and machine learning algorithms, we identified critical TLS-associated genes and developed a TLS-based predictive model. …”

Data Sheet 3_Development of a tertiary lymphoid structure-based prognostic model for breast cancer: integrating single-cell sequencing and machine learning to enhance patient outco... by Xiaonan Zhang (538829)

“…Using single-cell RNA sequencing and machine learning algorithms, we identified critical TLS-associated genes and developed a TLS-based predictive model. …”

Data Sheet 1_Development of a tertiary lymphoid structure-based prognostic model for breast cancer: integrating single-cell sequencing and machine learning to enhance patient outco... by Xiaonan Zhang (538829)

“…Using single-cell RNA sequencing and machine learning algorithms, we identified critical TLS-associated genes and developed a TLS-based predictive model. …”