Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping
Abstract
In this research, eight individual machine learning and statistical models are implemented and compared, and based on their results, seven ensemble models for flood susceptibility assessment are introduced. The individual models included artificial neural networks, classification and regression tree …
Keywords
iran
National Center for Biotechnology Information
NCBI
NLM
MEDLINE
pubmed abstract
nih
national institutes of health
national library of medicine
models
statistical
Forecasting
machine learning*
roc curve
ataollah shirzadi
floods*
pmid:29579536
doi:10.1016/j.jenvman.2018.03.089
hossein shafizadeh-moghadam
roozbeh valavi
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261252
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