Incorporating spatial association into statistical classifiers: local pattern-based prior tuning.
Hexiang BaiFeng CaoPeter M. AtkinsonQian ChenJinfeng WangYong GePublished in: Int. J. Geogr. Inf. Sci. (2020)
Keyphrases
- support vector
- supervised classification
- spatio temporal
- statistical tests
- spatial and temporal
- statistical models
- spatial information
- test set
- improve recognition accuracy
- classification systems
- spatial data
- statistical analysis
- prior knowledge
- training data
- machine learning methods
- roc curve
- statistical information
- space time
- decision trees
- linear classifiers
- spatial relationships
- geographic information systems
- statistical data
- multiple classifiers
- tuning parameters
- pac bayes
- information theoretic
- extracted features
- classification models
- statistical methods
- data sets
- machine learning algorithms
- feature set
- support vector machine
- training set
- feature selection
- neural network