Nondestructive Classification of Soybean Seed Varieties by Hyperspectral Imaging and Ensemble Machine Learning Algorithms.
Yanlin WeiXiaofeng LiXin PanLei LiPublished in: Sensors (2020)
Keyphrases
- machine learning algorithms
- benchmark data sets
- random forests
- decision trees
- learning algorithm
- machine learning methods
- hyperspectral imaging
- predictive accuracy
- machine learning
- machine learning approaches
- learning problems
- machine learning models
- ensemble methods
- target detection
- remote sensing
- data sets
- feature selection
- neural network
- base classifiers
- hyperspectral imagery
- classification algorithm
- support vector machine
- data points
- classification accuracy
- high resolution
- training data
- feature extraction
- data mining
- standard machine learning algorithms