Evaluation of Xgboost and Lgbm Performance in Tree Species Classification with Sentinel-2 Data.
Helena LosGoncalo Sousa MendesDavid CordeiroNuno GrossoHugo CostaPedro BenevidesMário CaetanoPublished in: IGARSS (2021)
Keyphrases
- data sets
- data collection
- data structure
- data analysis
- data quality
- knowledge discovery
- feature selection
- raw data
- data processing
- synthetic data
- decision trees
- training data
- database
- data points
- data mining techniques
- neural network
- classification trees
- tree structured data
- data distribution
- classification algorithm
- index structure
- image classification
- multi class
- pattern recognition
- machine learning