Exploitation of Time Series Sentinel-2 Data and Different Machine Learning Algorithms for Detailed Tree Species Classification.
Yanbiao XiChunying RenQingjiu TianYongxing RenXinyu DongZhichao ZhangPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2021)
Keyphrases
- machine learning algorithms
- benchmark data sets
- data sets
- machine learning
- decision trees
- machine learning methods
- learning algorithm
- training data
- standard machine learning algorithms
- predictive accuracy
- learning tasks
- classification trees
- machine learning approaches
- data points
- classification rules
- feature selection
- data structure
- learning models
- input features
- classification algorithm
- high dimensional data
- kernel function
- learning problems
- data mining methods
- labeled data
- historical data
- random forests
- data mining techniques
- text mining
- support vector machine