A Data-Distribution-Based Imbalanced Data Classification Method for Credit Scoring Using Neural Networks.
Dailing ZhangWei XuPublished in: BIFE (2013)
Keyphrases
- data distribution
- classification method
- credit scoring
- imbalanced data
- support vector machine svm
- neural network
- support vector machine
- svm classifier
- pattern recognition
- decision boundary
- k nearest neighbor
- logistic regression
- knn
- class distribution
- data streams
- data points
- concept drift
- feature selection
- high dimensional data
- index structure
- random forest
- decision trees
- linear regression
- nearest neighbor
- text classification
- sampling methods
- feature extraction
- classification algorithm
- ensemble methods
- class imbalance
- data mining
- machine learning
- multi class
- feature vectors
- support vector
- data structure
- training data
- data sets
- loss function
- computer vision
- pattern classification
- multi dimensional
- feature space
- minority class