Support Vector Machine to Monitor Greenhouse Plant with Gaussian Loss Function.
Manfu YanQing ZhangJianhang ZhangPublished in: CCTA (1) (2010)
Keyphrases
- loss function
- support vector machine
- support vector
- gaussian kernel
- svm classifier
- logistic regression
- learning to rank
- reproducing kernel hilbert space
- pairwise
- kernel function
- multi class
- monitoring system
- stochastic gradient descent
- maximum likelihood
- support vector machine svm
- weight vector
- empirical risk
- boosting framework
- risk minimization
- gaussian kernels
- binary classification
- hinge loss
- kernel methods
- machine learning
- radial basis function
- feature vectors
- feature selection
- convex loss functions
- boosting algorithms
- decision boundary
- support vectors
- support vector regression
- knn
- statistical learning theory
- regularization term
- ls svm
- linear support vector machines
- solution path
- generalization ability
- model selection