A Least Squares Fuzzy SVM Approach to Credit Risk Assessment.
Lean YuKin Keung LaiShouyang WangLigang ZhouPublished in: ICFIE (2007)
Keyphrases
- least squares
- support vector
- ls svm
- linear regression models
- support vector machine svm
- fuzzy logic
- fuzzy rules
- fuzzy sets
- support vector machine
- multi class
- stochastic gradient descent
- robust estimation
- knn
- decision function
- fuzzy set theory
- parameter estimation
- fuzzy clustering
- hyperplane
- machine learning
- fuzzy systems
- fuzzy numbers
- membership functions
- kernel function
- feature selection
- kernel methods
- data sets
- fuzzy controller
- svm classifier
- fuzzy neural network
- learning algorithm
- training data
- fuzzy measures
- neural network
- multi class svm
- sparse linear
- svm classification
- computer vision
- multi class classification
- k nearest neighbor
- optical flow