Interval forecasts based on regression trees for streaming data.
Xin ZhaoStuart BarberCharles C. TaylorZoka MilanPublished in: Adv. Data Anal. Classif. (2021)
Keyphrases
- streaming data
- regression trees
- data streams
- sliding window
- regression model
- random forests
- concept drift
- linear regression
- linear model
- decision trees
- regression problems
- linear models
- data distribution
- anomaly detection
- conditional random fields
- learning rules
- neural network
- decision rules
- maximum likelihood
- data mining techniques
- least squares
- pattern recognition
- information extraction
- predictive model
- dynamic bayesian networks
- knn
- change detection
- model selection