Prediction of delayed graft function after kidney transplantation: comparison between logistic regression and machine learning methods.
Alexander DecruyenaerePhilippe DecruyenaerePatrick PeetersFrank VermassenTom DhaeneIvo CouckuytPublished in: BMC Medical Informatics Decis. Mak. (2015)
Keyphrases
- logistic regression
- machine learning methods
- machine learning
- decision trees
- machine learning algorithms
- support vector
- logistic regression models
- naive bayes
- prediction accuracy
- credit scoring
- ensemble methods
- predictive power
- machine learning approaches
- chi square
- linear support vector machines
- breast cancer
- statistical methods
- logistic model
- prediction model
- loss function
- odds ratio
- predictor variables
- class membership probabilities
- learned knowledge
- survival analysis
- statistical analysis
- reinforcement learning
- information retrieval