Concepedia

Utilization of Tree-Based Ensemble Models for Predicting the Shear Strength of Soil

Ahsan Rabbani, Jan Afzal Muslih, Mukul Saxena, Santosh Kalyanrao Patil, Bharat Nandkumar Mulay, Mohit Tiwari, Sunita Kumari, Pijush Samui

Transportation Infrastructure Geotechnology · 2024 · 24 citations · 40 references

DOI

Concepts

References

40

Extremely randomized trees

Pierre Geurts, Damien Ernst, Louis Wehenkel · Machine Learning · 2006 · 8.7K citations · Full text

Decision tree classification of land cover from remotely sensed data

M. A. Friedl, Carla E. Brodley · Remote Sensing of Environment · 1997 · 1.5K citations · Full text

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Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization

Wengang Zhang, Chongzhi Wu, Haiyi Zhong et al. · Geoscience Frontiers · 2020 · 844 citations · Full text

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Influential Observations in Linear Regression

R. Dennis Cook · Journal of the American Statistical Association · 1979 · 780 citations · Full text

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A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring

Yufei Xia, Chuanzhe Liu, Yuying Li et al. · Expert Systems with Applications · 2017 · 767 citations

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