Decision tree classification of spatial data streams using Peano Count Trees.
Qiang DingQin DingWilliam PerrizoPublished in: SAC (2002)
Keyphrases
- decision trees
- data streams
- predictive accuracy
- classification models
- training set
- naive bayes
- machine learning algorithms
- fuzzy decision trees
- classification rules
- decision rules
- classification trees
- decision tree algorithm
- logistic regression
- decision tree classifiers
- spatio temporal
- pattern recognition
- sliding window
- decision tree learning
- decision tree learning algorithm
- attribute selection
- data sets
- decision tree induction
- information gain
- decision tree algorithms
- decision tree learners
- decision forest
- data stream classification
- stream data
- machine learning
- random forests
- random forest
- ensemble methods
- classification algorithm
- text classification
- sensor networks
- spatial data
- multivariate decision trees
- feature extraction
- training data
- classification accuracy
- tree induction
- feature set
- streaming data
- data distribution
- feature construction
- concept drift
- nearest neighbour