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

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Improved random forest algorithm. by Zhen Zhao (159931)

“…Compared with MDA-RF, the prediction accuracy of the improved RF built on the same subset increased by 1.7%, indicating that improving the bootstrap sampling of random forest by using the K-means++ clustering algorithm can enhance model accuracy to some extent. …”

Dataset for Fine-Tuning Code Generation Models: Kannada-English Algorithmic Statements and Python Code by Goutami Sooda (20714729)

The method for determining the chemical constituents of unknown materials in the algorithm. by Dong Hyeok Choi (12562048)

Random Forest and Gradient Boosting algorithms. by Yvan J. Garcia-Lopez (20783591)

Schematic diagram of random forest algorithm. by Imee V. Necesito (12749885)

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

“…Missing data in input variables often occur at model development and at prediction time. The missForestPredict R package proposes an adaptation of the missForest imputation algorithm that is fast, user-friendly and tailored for prediction settings. …”

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

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

Code used for data analysis in this study. by Nourin Sultana (22339463)

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The basic process of feature selection of the random forest algorithm. by Jintao Li (448681)

Data and code resources. by Sam Hall-McMaster (10343795)

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

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

Predictive variables screened by LASSO regression and Random Forest algorithm. by Da-cheng Wang (22232009)

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

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

Scatter diagram of different principal elements. by Jizhong Wang (7441697)

General model performance for different algorithms. by Binghan Xue (21253235)

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

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