Concepedia

Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method

Farzaneh Sajedi Hosseini, Bahram Choubin, Amir Mosavi, Narjes Nabipour, Shahaboddin Shamshirband, Hamid Darabi, Ali Torabi Haghighi

The Science of The Total Environment · 2019 · 346 citations · 122 references

DOI

Concepts

References

122

Random Forests

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

Understanding interobserver agreement: the kappa statistic.

Anthony J. Viera, Joanne M. Garrett · PubMed · 2005 · 7.1K citations

, , +12

The random subspace method for constructing decision forests

Tin Kam Ho · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 6.8K citations

, , +17

Bootstrap Methods for Standard Errors, Confidence Intervals, and Other Measures of Statistical Accuracy

B. Efron, R. Tibshirani · Statistical Science · 1986 · 6.2K citations · Full text

, , +16

Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery

Hanqiu Xu · International Journal of Remote Sensing · 2006 · 5.7K citations

, , +17