Evaluation of short-term predictors of glucose concentration in type 1 diabetes combining feature ranking with regression models.
Eleni I. GeorgaVasilios C. ProtopappasDemosthenes PolyzosDimitrios I. FotiadisPublished in: Medical Biol. Eng. Comput. (2015)
Keyphrases
- short term
- regression model
- long term
- feature ranking
- model selection
- short term and long term
- feature selection
- prediction model
- linear model
- support vector regression
- forecasting model
- evolutionary algorithm
- artificial neural networks
- high dimensionality
- random forest
- fold cross validation
- training data
- machine learning