Geographic ensembles of observations using randomised ensembles of autoregression chains: ensemble methods for spatio-temporal time series forecasting of influenza-like illness.
Nooriyan Poonawala-LohaniPatricia RiddleMehnaz AdnanJörg WickerPublished in: BCB (2022)
Keyphrases
- ensemble methods
- spatio temporal
- ensemble learning
- prediction accuracy
- random forests
- decision trees
- benchmark datasets
- base classifiers
- machine learning methods
- ensemble members
- random forest
- generalization ability
- ensemble feature selection
- classifier ensemble
- majority voting
- base learners
- drifting concepts
- imbalanced data
- ensemble classifier
- bootstrap sampling
- decision tree ensembles
- feature subset
- multi class
- genetic programming
- artificial neural networks
- bias variance analysis
- face recognition