Concepedia

Prediction on the mutagenicity of nitroaromatic compounds using quantum chemistry descriptors based QSAR and machine learning derived classification methods

Yuxing Hao, Guohui Sun, Tengjiao Fan, Xiaodong Sun, Yongdong Liu, Na Zhang, Lijiao Zhao, Rugang Zhong, Yongzhen Peng

Ecotoxicology and Environmental Safety · 2019 · 54 citations · 66 references

DOI

Concepts

References

66

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

LIBSVM

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.1K citations

, , +15

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 39.8K citations · Full text

Support-Vector Networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 31.8K citations · Full text

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 15.4K citations

, , +23