Analyzing the Performance of Feature Selection on Regression Problems: A Case Study on Older Adults' Functional Profile.
Javier RojoLara Guedes de PinhoCésar FonsecaManuel José LopesSumi HelalJuan HernándezJosé García-AlonsoJuan Manuel MurilloPublished in: IEEE Trans. Emerg. Top. Comput. (2023)
Keyphrases
- regression problems
- older adults
- feature selection
- linear regression
- cross validation
- genetic programming
- multi task
- hyperparameters
- model selection
- support vector machine
- text categorization
- input space
- computer literacy
- high dimensional data
- smart home
- text classification
- user groups
- learning machines
- multi class
- knn
- support vector
- ambient assisted living
- feature set
- dimensionality reduction
- government services
- feature space
- closed form
- reinforcement learning
- machine learning
- feature extraction
- information gain
- sample size
- semi supervised
- classification accuracy