Supervised Vessels Classification Based on Feature Selection.
Beiji ZouYao ChenChengzhang ZhuZailiang ChenZi-Qian ZhangPublished in: J. Comput. Sci. Technol. (2017)
Keyphrases
- feature selection
- classification accuracy
- feature space
- supervised learning
- support vector
- feature set
- feature extraction
- text categorization
- unsupervised learning
- text classification
- feature selection algorithms
- irrelevant features
- high dimensionality
- classification performances
- support vector machine
- machine learning
- discriminative features
- classification models
- accurate classification
- small sample
- supervised classification
- feature subset selection
- method for feature selection
- model selection
- pattern recognition
- informative features
- mutual information
- unsupervised feature selection
- support vector machine svm
- decision trees
- training set
- image classification
- feature vectors
- selected features
- unsupervised methods
- classification rate
- select relevant features
- information gain
- feature subset
- svm classifier
- supervised and unsupervised learning
- classification algorithm
- feature reduction
- feature ranking
- ensemble classifier
- microarray data
- class labels
- knn
- preprocessing
- learning algorithm