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Shaobo Deng

Nanchang Institute of Technology

SCHOLARLY PAPERS

3

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269

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0

Scholarly Papers (3)

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1.

A Decision Tree Algorithm Based on Adaptive Entropy of Feature Value Importance

Downloads 148 (502,974)

A Decision Tree Algorithm Based on Adaptive Entropy of Feature Value Importance

Number of pages: 23 Posted: 16 Feb 2024
Shaobo Deng, Weili Yuan, Sujie Guan, Xing Lin and Min Li
Nanchang Institute of Technology, Nanchang Institute of Technology, Nanchang Institute of Technology, Nanchang Institute of Technology and Nanchang Institute of Technology
Downloads 90 (755,041)

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Entropy, eigenvalue, Decision tree, Singular Value Decomposition

A Decision Tree Algorithm Based on Adaptive Entropy of Feature Value Importance

Number of pages: 23 Posted: 17 Sep 2024
Shaobo Deng, Weili Yuan, Hui Shi, Sujie Guan and Min Li
Nanchang Institute of Technology, Nanchang Institute of Technology, Nanchang Institute of Technology, Nanchang Institute of Technology and Nanchang Institute of Technology
Downloads 58 (996,491)

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Entropy, eigenvalue, Decision Tree, Singular Value Decomposition

2.

Decision Tree Algorithm Combining Improved Relieff and Adaptive Entropy

Number of pages: 42 Posted: 12 Jul 2024
Shaobo Deng, Weili Yuan, Hui Shi, Sujie Guan and Min Li
Nanchang Institute of Technology, Nanchang Institute of Technology, Nanchang Institute of Technology, Nanchang Institute of Technology and Nanchang Institute of Technology
Downloads 65 (916,100)

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decision tree, pre-filter, singular value weight, median number

3.

An Xgboost Model Fusing Neural Networks and Data Oversampling for Unbalanced Data

Number of pages: 52 Posted: 03 Oct 2024
Shaobo Deng, Shuaikun Zhang, Na Huang, Meiru Xie, Sujie Guan and Min Li
Nanchang Institute of Technology, Nanchang Institute of Technology, Nanchang Institute of Technology, Nanchang Institute of Technology, Nanchang Institute of Technology and Nanchang Institute of Technology
Downloads 56 (1,000,027)

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XGBoost；Imbalanced Data；Feed-forward Neural Networks；SVM-SMOTE；Bayesian Optimization