Recommendations to Handle Health-related Small Imbalanced Data in Machine Learning.
Maria RauschenbergerRicardo Baeza-YatesPublished in: Mensch & Computer Workshopband (2020)
Keyphrases
- imbalanced data
- machine learning
- health related
- support vector machine
- feature selection
- class distribution
- decision trees
- sampling methods
- linear regression
- machine learning algorithms
- text mining
- recommender systems
- older adults
- machine learning methods
- ensemble methods
- class imbalance
- random forest
- data mining
- knowledge discovery
- learning tasks
- knowledge acquisition
- text classification
- active learning
- e learning
- learning algorithm
- data sets