Variable selection for microbiome data. by Evan Gorstein (20553314)

Variable selection for GWAS data. by Evan Gorstein (20553314)

Optimal patch size and stride selection algorithm with stability constraints. by Chenglong Ge (2626258)

IRBMO vs. meta-heuristic algorithms boxplot. by Chenyi Zhu (9383370)

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Selected transaction data. by Ali Shahzad (15251641)

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

Flowchart of the proposed algorithm. by Huanyu Yang (6683780)

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Feature selection using Boruta algorithm. by Shayla Naznin (13014015)

“…Feature selection was performed using the Boruta algorithm and model performance was evaluated by comparing accuracy, precision, recall, F1 score, MCC, Cohen’s Kappa and AUROC.…”

Feature selection using the Boruta algorithm. by Guang Tu (22054865)

“…We extracted baseline characteristics, laboratory parameters, and clinical outcomes. The Boruta algorithm was employed for feature selection to identify variables significantly associated with in-hospital mortality, and 16 machine learning models, including logistic regression, random forest, gradient boosting, and neural networks, were developed and compared using receiver operating characteristic (ROC) curves and area under the curve (AUC) analysis. …”

Variable selection for gene expression data. by Evan Gorstein (20553314)

Sensitivity values of IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

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Specificity values of IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

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Fitness values of IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

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Multiclass comparison of algorithms on test data for KDDCup 99. by Arati Behera (19864844)

Data before and after applying SMOTE algorithm. by Xiangting Shi (21439579)

The proposed algorithm of the outlier detection method. by Sunil Kumar (102321)

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Radar chart of classification accuracy of IRBMO vs. other algorithms. by Chenyi Zhu (9383370)

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Classification accuracy values of IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

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F-score values of IRBMO vs. other binary algorithms. by Chenyi Zhu (9383370)

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Generator selection. by Severin Elvatun (20606218)