Decision Trees and Their Families in Imbalanced Pattern Recognition: Recognition with and without Rejection.
Wladyslaw HomendaWojciech LesinskiPublished in: CISIM (2014)
Keyphrases
- pattern recognition
- decision trees
- feature extraction
- machine learning
- neural network
- object recognition
- recognition accuracy
- image recognition
- decision tree induction
- image processing
- dimensionality reduction
- recognition rate
- computer vision
- machine learning algorithms
- imbalanced datasets
- pattern classification
- signal processing
- image analysis
- pattern recognition problems
- human recognition
- random forest
- recognition algorithm
- field of pattern recognition
- predictive accuracy
- fuzzy sets
- training data
- speech recognition
- action recognition
- naive bayes
- automatic recognition
- binary classification problems
- multi class
- data streams
- decision tree learning
- learning algorithm