Towards Real-Time Prediction of Freezing of Gait in Patients With Parkinson's Disease: Addressing the Class Imbalance Problem.
Nader NaghaviAaron MillerEric WadePublished in: Sensors (2019)
Keyphrases
- class imbalance
- class distribution
- active learning
- prediction accuracy
- cost sensitive
- cost sensitive learning
- deep brain stimulation
- majority class
- imbalanced datasets
- concept drift
- sampling methods
- high dimensionality
- software defect prediction
- small disjuncts
- imbalanced class distribution
- feature selection
- non stationary
- feature vectors
- support vector