Data Mining Based Fuzzy Classification Algorithm for Imbalanced Data.
Le XuMo-Yuen ChowLeroy S. TaylorPublished in: FUZZ-IEEE (2006)
Keyphrases
- classification algorithm
- imbalanced data
- data mining
- support vector machine
- class distribution
- training set
- base learners
- k nearest neighbor
- knn
- concept drift
- naive bayes
- feature selection
- linear regression
- classification rules
- machine learning
- ensemble methods
- class labels
- learning algorithm
- sampling methods
- class imbalance
- knowledge discovery
- svm classifier
- ensemble classifier
- decision trees
- rough sets
- minority class
- fuzzy rules
- data analysis
- classification models
- random forest
- association rules
- support vector machine svm
- image classification
- support vector
- training data
- generalization ability
- clustering algorithm
- feature vectors
- image processing
- classification accuracy