Dementia Prediction Based on Random Forest Feature Selection and Gradient Boosting Decision Tree.
Xingya YanYajie ZhouPublished in: AIPR (2023)
Keyphrases
- random forest
- decision trees
- gradient boosting
- feature set
- feature selection
- selected features
- ensemble classifier
- fold cross validation
- random forests
- ensemble methods
- feature ranking
- prediction accuracy
- base learners
- ensemble learning
- naive bayes
- single feature
- loss function
- classification models
- machine learning
- classification accuracy
- model selection
- support vector
- text categorization
- meta learning
- feature extraction
- base classifiers
- data sets
- multi label
- training data
- feature selection algorithms
- multi class
- support vector machine
- machine learning algorithms
- logistic regression
- multiple features
- dimensionality reduction
- feature subset