A design heuristic for hybrid classification ensembles in machine learning.
Dustin BaumgartnerGürsel SerpenPublished in: Intell. Data Anal. (2012)
Keyphrases
- machine learning
- decision trees
- pattern recognition
- machine learning methods
- support vector machine
- feature selection
- multiple classifier systems
- text classification
- supervised machine learning
- support vector
- feature vectors
- classification accuracy
- classification scheme
- automatic classification
- machine learning algorithms
- unsupervised learning
- ensemble methods
- machine learning approaches
- hybrid learning
- decision tree learning algorithm
- supervised learning
- active learning
- computer vision
- design process
- class labels
- classification method
- support vector machine svm
- classification rules
- model selection
- classification models
- text mining
- information extraction
- training set
- case study