A comparison of different regression and classification methods for predicting the length of hospital stay after cesarean sections.
Teresa Angela TrunfioAlfonso Maria PonsiglioneAntonietta FerraraAnna BorrelliPaolo GargiuloPublished in: ICMHI (2021)
Keyphrases
- classification systems
- benchmark data sets
- classification method
- neural networks and support vector machines
- significant improvement
- k nearest neighbour
- cross validation
- pattern recognition
- machine learning methods
- classification accuracy
- decision trees
- robust classification
- machine learning
- preprocessing
- classification models
- classification scheme
- benchmark datasets
- regression method
- accurate classification
- machine learning algorithms
- model selection