Predicting the Need of Mechanical Ventilation in Guillain-Barré Patients Using Machine Learning Algorithms with Relevant Features.
José Hernández-TorrucoJuana Canul-ReichOscar Chávez-BosquezPublished in: MICAI (2) (2016)
Keyphrases
- machine learning algorithms
- input features
- machine learning approaches
- benchmark data sets
- machine learning models
- machine learning
- learning algorithm
- learning models
- decision trees
- predictive accuracy
- machine learning methods
- learning problems
- standard machine learning algorithms
- feature vectors
- learning tasks
- transfer learning
- random forests
- supervised learning algorithms
- feature extraction
- feature space
- machine learning systems
- real world
- prior knowledge
- classification models
- extracted features
- training data
- supervised machine learning algorithms