Prediction of Epidemic Disease Dynamics on the Infection Risk Using Machine Learning Algorithms.
Shanthi PalaniappanRagavi VBeaulah DavidNisha S. PathurPublished in: SN Comput. Sci. (2022)
Keyphrases
- machine learning algorithms
- human immunodeficiency virus
- outbreak detection
- infectious disease
- sir model
- benchmark data sets
- learning algorithm
- machine learning
- risk factors
- decision trees
- machine learning methods
- predictive accuracy
- prediction accuracy
- learning problems
- standard machine learning algorithms
- learning tasks
- dynamical systems
- public health
- random forests
- propagation model
- input features
- machine learning approaches
- machine learning systems
- early warning
- machine learning models
- learning models
- feature selection
- risk assessment
- prediction model
- multiclass classification
- neural network
- data mining methods
- transfer learning
- extreme events