An adaptive boosting algorithm based on weighted feature selection and category classification confidence.
Youwei WangLizhou FengPublished in: Appl. Intell. (2021)
Keyphrases
- feature selection
- learning algorithm
- classification algorithm
- support vector machine svm
- conditional mutual information
- k means
- machine learning
- detection algorithm
- objective function
- decision tree algorithm
- accurate classification
- optimal solution
- classification rate
- decision trees
- preprocessing
- irrelevant features
- high dimensionality
- classification method
- naive bayes
- support vector
- model selection
- expectation maximization
- mutual information
- support vector classification
- support vector machine
- classification accuracy
- training data
- cross validation
- multi class classification
- feature selection algorithms
- selection algorithm
- feature space
- similarity measure
- text categorization
- dimensionality reduction
- supervised learning
- active learning