Incorporating fire spread simulation and machine learning algorithms to estimate crown fire potential for pine forests in Sichuan, China.
Rui ChenBinbin HeYanxi LiYiru ZhangZhanmang LiaoChunquan FanJianpeng YinHongguo ZhangPublished in: Int. J. Appl. Earth Obs. Geoinformation (2024)
Keyphrases
- machine learning algorithms
- random forests
- benchmark data sets
- learning algorithm
- decision trees
- machine learning
- machine learning methods
- learning problems
- predictive accuracy
- learning tasks
- machine learning systems
- machine learning approaches
- machine learning models
- ensemble methods
- input features
- supervised learning algorithms
- statistical machine learning
- logistic regression
- general purpose
- learning process
- learning models
- artificial neural networks
- standard machine learning algorithms