Synthetic Data Generation in Small Datasets to Improve Classification Performance for Chronic Heart Failure Prediction.
Roy S. ZawadzkiSaman ParvanehPublished in: CinC (2023)
Keyphrases
- data generation
- failure prediction
- machine learning
- classification algorithm
- decision trees
- small number
- feature extraction
- classification accuracy
- support vector machine
- class labels
- unsupervised learning
- text classification
- high dimensional
- feature selection
- neural network
- d objects
- semi supervised
- data sets
- supervised learning
- prior knowledge
- feature space
- streaming data
- data mining