Bag of little bootstraps on features for enhancing classification performance.
Haocheng WangFuzhen ZhuangXin JinXiang AoQing HePublished in: Intell. Data Anal. (2016)
Keyphrases
- classification accuracy
- feature vectors
- feature set
- feature space
- feature extraction
- classification method
- classification models
- benchmark datasets
- classification process
- extracted features
- automatic classification
- machine learning
- image classification
- feature values
- feature construction
- feature extraction and classification
- feature representation
- gender classification
- irrelevant features
- feature subset
- features extraction
- bag of words
- class labels
- svm classification
- feature reduction
- extracting features
- svm classifier
- textural features
- supervised learning
- image features
- preprocessing
- pattern recognition
- discriminative features
- knn
- classification scheme
- feature weights
- training samples
- high dimensionality
- support vector machine svm
- feature selection
- support vector
- multiple features
- training set
- active learning
- low level
- feature selection algorithms
- dimensionality reduction
- pattern classification
- microarray