Concepedia

Assessment of groundwater potential modeling using support vector machine optimization based on Bayesian multi-objective hyperparameter algorithm

Duong Tran Anh, Manish Pandey, Varun Narayan Mishra, Kiran Kumari Singh, Kourosh Ahmadi, Saeid Janizadeh, Trần Thành Thái, Nguyễn Thị Thùy Linh, Nguyen Mai Dang

Applied Soft Computing · 2022 · 74 citations · 97 references

DOI

Concepts

References

97

Multivariate Adaptive Regression Splines

Jerome H. Friedman · The Annals of Statistics · 1991 · 8K citations · Full text

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Random search for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2012 · 7.9K citations

Practical Bayesian Optimization of Machine Learning Algorithms

Jasper Snoek, Hugo Larochelle, Ryan P. Adams · arXiv (Cornell University) · 2012 · 5.6K citations · Full text

, , +11

Multivariate Data Analysis

John H. Schuenemeyer · Technometrics · 1989 · 4.8K citations

, , +6

An Introduction to Support Vector Machines and Other Kernel‐based Learning Methods

Kybernetes · 2001 · 3.3K citations

, , +11