Comparison of different machine learning algorithms for predicting maize grain yield using UAV-based hyperspectral images.
Yahui GuoYi XiaoFanghua HaoXuan ZhangJiahao ChenKirsten M. de BeursYuhong HeYongshuo FuPublished in: Int. J. Appl. Earth Obs. Geoinformation (2023)
Keyphrases
- machine learning algorithms
- hyperspectral images
- benchmark data sets
- learning algorithm
- machine learning
- hyperspectral
- machine learning methods
- predictive accuracy
- decision trees
- hyperspectral imagery
- hyperspectral data
- learning problems
- machine learning approaches
- random forests
- spectral bands
- multispectral
- remote sensing
- machine learning models
- learning models
- computer vision
- high quality
- statistical machine learning
- feature extraction
- high dimensional
- data points
- standard machine learning algorithms