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. …"

K-means++ clustering 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. …"

Accuracy of the Random forest algorithm for different values of test samples and different choice of random states. حسب Abeer Aljohani (18497914)

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Accuracy of the Random forest algorithm for different values of test samples and different choice window indexes. حسب Abeer Aljohani (18497914)

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Comparison of the results obtained with the proposed method with other methods in literature. حسب Abeer Aljohani (18497914)

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Typical results of using the WSINDy algorithm for example problem L.3 in Table 2 with the library presented in Table 3, , and 50 points in time. حسب Rainey Lyons (22806496)

Comparison of ground truth position of simulated neurons with different firing patterns and ROI selection by algorithm. حسب Virgil Christian Garcia Castillo (19688355)

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Speech spectrogram extracted from speech signal processed by short time Fourier transform method. حسب Li Jiashen (20552690)

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The comparison of TL before and after optimization. حسب Shangyang Jin (21772466)

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The comparison of TL before and after optimization. حسب Shangyang Jin (21772466)

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The membrane metamaterial structure. حسب Shangyang Jin (21772466)

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The combined effect between each parameter on the target 3. حسب Shangyang Jin (21772466)

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The material characteristics of the mass block. حسب Shangyang Jin (21772466)

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The effect of each parameter on the frequency of peak value. حسب Shangyang Jin (21772466)

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The TL of the metamaterial. حسب Shangyang Jin (21772466)

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The nine structural parameters as design factors. حسب Shangyang Jin (21772466)

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The effect of each parameter on the target functions. حسب Shangyang Jin (21772466)

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Effect of inner hole radius on sound insulation performance. حسب Shangyang Jin (21772466)

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The material characteristics of the components. حسب Shangyang Jin (21772466)

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The equivalent mass and stiffness of the metamaterial. حسب Shangyang Jin (21772466)

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