Evaluation of statistical and machine learning models for time series prediction: Identifying the state-of-the-art and the best conditions for the use of each model.
Antonio Rafael Sabino ParmezanVinícius M. A. de SouzaGustavo E. A. P. A. BatistaPublished in: Inf. Sci. (2019)
Keyphrases
- probabilistic model
- neural network model
- autoregressive
- prediction model
- statistical model
- experimental data
- statistical models
- hybrid model
- evaluation method
- probability distribution
- random fields
- model validation
- modeling framework
- evaluation model
- classification models
- computational model
- parameter estimation
- metamodel
- metadata
- social networks
- database