Research of Large-Scale and Complex Agricultural Data Classification Algorithms Based on the Spatial Variability.
Hang ChenGuifen ChenLixia CaiYuqin YangPublished in: CCTA (1) (2015)
Keyphrases
- data reduction
- classification algorithm
- data sets
- data collection
- data structure
- complex data
- database
- incomplete data
- spatial data
- image classification
- knowledge discovery
- training data
- machine learning
- sufficient training data
- noisy data
- bayesian methods
- preprocessing steps
- benchmark datasets
- real world
- dimensionality reduction methods
- data mining algorithms
- data distribution
- pattern recognition
- statistical methods
- data analysis
- data points
- image data
- huge data sets
- feature extraction
- classification trees
- classification accuracy
- high dimensional data
- machine learning methods
- dimensionality reduction
- input data
- missing data
- model selection
- machine learning algorithms