Concepedia

An interpretable machine learning method for the prediction of R/C buildings' seismic response

Konstantinos Demertzis, Konstantinos Kostinakis, Konstantinos Morfidis‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌‌, Lazaros Iliadis

Journal of Building Engineering · 2022 · 56 citations · 40 references

DOI

Concepts

References

40

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

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Least angle regression

Bradley Efron, Trevor Hastie, Iain M. Johnstone et al. · The Annals of Statistics · 2004 · 9.5K citations · Full text

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Extremely randomized trees

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

A systematic analysis of performance measures for classification tasks

Marina Sokolova, Guy Lapalme · Information Processing & Management · 2009 · 6.5K citations

, , +15