WRSE - a non-parametric weighted-resolution ensemble for predicting individual survival distributions in the ICU.
Jonathan HeitzJoanna FicekMartin FaltysTobias M. MerzGunnar RätschMatthias HüserPublished in: SPACA (2021)
Keyphrases
- mining concept drifting data streams
- high resolution
- statistical dependence
- random variables
- ensemble methods
- neural network
- machine learning
- low resolution
- benchmark datasets
- probability distribution
- ensemble learning
- training data
- multi class
- probability density function
- training set
- clinical data
- individual features
- survival prediction