Evaluation of Risk Factors for Fall in Elderly People from Imbalanced Data using the Oversampling Technique SMOTE.
Gulshan SihagPankaj YadavVéronique DelcroixVivek VijayXavier SiebertSandeep Kumar YadavFrançois PuisieuxPublished in: ICT4AWE (2022)
Keyphrases
- imbalanced data
- risk factors
- class imbalance
- minority class
- class distribution
- imbalanced data sets
- majority class
- sampling methods
- ensemble methods
- imbalanced datasets
- feature selection
- classification models
- linear regression
- risk assessment
- random forest
- support vector machine
- high dimensionality
- statistical methods
- decision trees
- ensemble classifier
- unsupervised learning
- svm classifier
- text classification
- nearest neighbour
- classification error
- least squares
- multi class
- risk management
- active learning
- training set
- cost sensitive