Evaluation of Different Machine Learning Algorithms for Scalable Classification of Tree Types and Tree Species Based on Sentinel-2 Data.
Mathias WesselMelanie BrandmeierDirk TiedePublished in: Remote. Sens. (2018)
Keyphrases
- machine learning algorithms
- decision trees
- benchmark data sets
- learning algorithm
- data sets
- machine learning
- machine learning methods
- data structure
- classification trees
- learning models
- predictive accuracy
- learning problems
- tree structure
- input features
- classification rules
- logistic regression
- missing data
- supervised learning
- classification accuracy
- classification algorithm
- labeled data
- support vector machine
- historical data
- random forests
- machine learning approaches
- prior knowledge
- training data
- standard machine learning algorithms