The results of bug reports classification by the RF algorithm. by Mohammadreza Namdar (22439057)

Performance of RF regressor with different data size. by Marwah Salman (22593380)

RF classification algorithm comparison before and after dataset expansion. by Chao Tang (10925)

Corporate operational risk indicator statistical differences results. by Xini Fang (20861990)

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

Classification accuracy of different optimization algorithms and prediction models. by Xueying Kou (3940031)

Convergence behavior of different optimization algorithms as feature selectors for SR prediction for (a) dataset-1 and (b) dataset-2. by Ibrahim Al-Shourbaji (20460541)

Model performance comparison under different parameter settings. by Xini Fang (20861990)

Risk prediction results of the RF model improved by FCM clustering ((a) Different risk prediction results; (b) Prediction results of different models). by Xini Fang (20861990)

Simulation image and ellipse major axis detection results when different energy electron beams pass through the different solenoid strengths. by Bin Sun (210373)

Correlation of different slit widths and the measurement energy error. by Bin Sun (210373)

Performance of MDEM algorithms as percentage of the best algorithms in k-fold for PID dataset. by Ahmed Mehedi Nizam (8661468)

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The AD-PSO-Guided WOA LSTM algorithm RMSE is based on the objective function compared to different algorithms. by Ahmed M. Elshewey (21463867)

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Correlation of different beam aspect ratios and the measurement energy error. by Bin Sun (210373)

Performance of MDEM algorithms as percentage of the best algorithms in stratified k-fold for PID dataset. by Ahmed Mehedi Nizam (8661468)

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Performance of MDEM algorithms as percentage of the best algorithms in k-fold for Wisconsin breast cancer dataset. by Ahmed Mehedi Nizam (8661468)

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The angle detection results when different energy electron beams through the solenoid. by Bin Sun (210373)

Performance of RF regression model. by Marwah Salman (22593380)

“…The results demonstrate that the ensemble learning algorithm, Random Forest (RF), outperforms other models with an R-squared of 0.953 and an RMSE of 0.233. …”

Performance of MDEM algorithms as percentage of the best algorithms in stratified k-fold for Wisconsin breast cancer dataset. by Ahmed Mehedi Nizam (8661468)

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Construction and evaluation of RF, SVM, GLM, and XGB machine models. by Hongmin Luo (2142307)