Image based grading of nuclear cataract by SVM regression.
Huiqi LiJoo-Hwee LimJiang LiuTien Yin WongAva G. TanJie Jin WangPaul MitchellPublished in: Medical Imaging: Computer-Aided Diagnosis (2008)
Keyphrases
- support vector
- slit lamp
- support vector machine svm
- support vector machines for classification
- support vector machine
- support vector regression
- ridge regression
- classification and regression problems
- kernel ridge regression
- regression problems
- regression model
- knn
- svm classification
- hyperplane
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- regression method
- support vectors
- feature selection
- standard svm
- training data
- relevance vector machine
- multi class classification
- structural risk minimization
- logistic regression
- simple linear
- computer vision
- feature vectors
- ls svm
- data sets
- united states
- genetic programming
- cross validation
- linear regression
- kernel methods
- binary classification
- gaussian processes
- classification method
- learning machines
- multi class svm
- classification algorithm
- automatic assessment
- kernel function
- regression methods
- regression function
- machine learning
- sparse kernel
- neural network
- learning algorithm
- decision function
- regression algorithm
- partial least squares
- pattern recognition
- training process
- generalization ability
- cost sensitive
- active learning
- classification accuracy
- multi class
- model selection