Concepedia

Heterogeneous ensemble learning with feature engineering for default prediction in peer-to-peer lending in China

Wei Li, Shuai Ding, Hao Wang, Yi Chen, Shanlin Yang

World Wide Web · 2019 · 32 citations · 45 references

DOI

Concepts

References

45

XGBoost

2016 · 48.6K citations · Full text

, , +15

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

, , +12

Random search for hyper-parameter optimization

James Bergstra, Yoshua Bengio · 2012 · 7.9K citations

, , +8

10.1162/153244303322533223

Applied Physics Letters · 2000 · 1.8K citations · Full text

, , +14

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

Victoria López, Alberto Fernández, Salvador García et al. · Information Sciences · 2013 · 1.6K citations

, , +17