Managing Monotonicity in Classification by a Pruned AdaBoost.
Sergio GonzálezFrancisco HerreraSalvador GarcíaPublished in: HAIS (2016)
Keyphrases
- decision trees
- support vector
- pattern recognition
- feature selection
- classification method
- classification scheme
- machine learning
- automatic classification
- classification accuracy
- multiclass classification
- multi class classification
- classification models
- classification systems
- pattern classification
- feature vectors
- feature extraction
- learning algorithm
- unsupervised learning
- weak classifiers
- machine learning algorithms
- image classification
- object recognition
- object detection
- feature space
- weak learners
- text classification
- adaboost algorithm
- face recognition
- training data
- classification process
- preprocessing
- classification rate
- training set
- multi class
- ensemble methods
- classification rules
- supervised learning
- classification algorithm
- class labels
- feature set
- face detection
- support vector machine svm
- linear combination