An ensemble outlier detection method for multiclass classification problem in data mining.
Dalton NdiranguWaweru MwangiLawrence NderuPublished in: DSIT (2018)
Keyphrases
- detection method
- multiclass classification
- data mining
- outlier detection
- multi class
- base classifiers
- detection algorithm
- binary classification problems
- binary classification
- face detection
- cost sensitive
- ensemble methods
- ensemble learning
- meta learning
- knowledge discovery
- base learners
- machine learning algorithms
- text mining
- learning algorithm
- training data
- machine learning
- decision trees
- feature extraction
- random forests
- image segmentation
- learning problems
- machine learning methods
- benchmark datasets
- pairwise
- support vector machine
- naive bayes