Improving Classification Performance by Merging Distinct Feature Sets of Similar Quality Generated by Multiple Initializations of mRMR.
Thomas BotteschGuenther PalmPublished in: SSCI (2015)
Keyphrases
- feature set
- classification accuracy
- feature vectors
- feature selection
- classification models
- feature extraction
- feature space
- random forest
- class labels
- feature representation
- extracted features
- feature selection algorithms
- feature extraction and selection
- pattern recognition
- texture features
- multiple features
- structural features
- feature reduction
- image classification
- closely related
- feature subset
- face recognition
- training data
- shape features
- decision trees
- image processing
- dimensionality reduction methods
- machine learning