Combined use of spectral resampling and machine learning algorithms to estimate soybean leaf chlorophyll.
ChunRui GaoHao LiJiachen WangXin ZhangKunming HuangXiaoyan SongWude YangMeichen FengLujie XiaoYu ZhaoFahad ShafiqChao WangXingxing QiaoFangzhou LiPublished in: Comput. Electron. Agric. (2024)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- spectral data
- machine learning
- predictive accuracy
- machine learning methods
- decision trees
- machine learning models
- learning problems
- learning tasks
- machine learning approaches
- machine learning systems
- random forests
- standard machine learning algorithms
- input features
- supervised learning
- learning models
- principal components
- pairwise
- statistical machine learning