The schematic diagram of the iForest algorithm. حسب Zhibo Xie (6790775)

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Pseudocode for the missForestPredict algorithm. حسب Elena Albu (15181070)

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The algorithm of the applied models. حسب Elif Tuçe Bal (21367965)

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Comparison of the EODA algorithm with existing algorithms in terms of recall. حسب Sunil Kumar (102321)

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Comparison of the EODA algorithm with existing algorithms in terms of precision. حسب Sunil Kumar (102321)

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Genetic algorithm iteration data chart. حسب Wenguang Li (6528113)

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Pseudocode for the missForestPredict algorithm - new observation. حسب Elena Albu (15181070)

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Comparison of the EODA algorithm with existing algorithms in terms of F1-Score. حسب Sunil Kumar (102321)

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Genetic algorithm flowchart. حسب Wenguang Li (6528113)

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

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Prediction performance compared with random forest algorithm. حسب Yixian Wen (12201388)

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ML algorithms used in this study. حسب Toheeb Salahudeen (21368040)

"…Six machine learning algorithms, including Random Forest, were applied and their performance was investigated in balanced and unbalanced data sets with respect to binary and multiclass classification scenarios. …"

Decision tree algorithms. حسب Mahbub E. Sobhani (22278967)

"…We have used Random Forest, Bagging, and Boosting (AdaBoost) algorithms and have compared their performances. …"

Improved random forest algorithm. حسب Zhen Zhao (159931)

"…Additionally, considering the imbalanced in population spatial distribution, we used the K-means ++ clustering algorithm to cluster the optimal feature subset, and we used the bootstrap sampling method to extract the same amount of data from each cluster and fuse it with the training subset to build an improved random forest model. …"

The Search process of the genetic algorithm. حسب Wenguang Li (6528113)

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Data on the prediction performances of ML algorithms. حسب Yasemin Ayaz Atalan (21989402)

The pseudocode of the RFE algorithm. حسب Zuzhen Ji (17593348)

Example measurement and analysis units for landscape elements. حسب Jaewon Han (8660295)

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Performance comparison of different adoption algorithms in XGBoost model. حسب Wenguang Li (6528113)

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

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