Linear classification tikhonov regularization knowledge-based support vector machine for tornado forecasting.
Theodore B. TrafalisOlutayo O. OladunniMichael B. RichmanPublished in: Comput. Manag. Sci. (2011)
Keyphrases
- linear classification
- support vector machine
- maximum margin
- linear classifiers
- svm classifier
- multi class
- document classification
- kernel methods
- hyperplane
- feature selection
- reproducing kernel hilbert space
- support vector
- support vector machine svm
- classification algorithm
- k nearest neighbor
- machine learning
- kernel function
- feature space
- knn
- training process
- feature vectors
- regularization parameter
- training data
- training set
- support vectors
- ls svm
- random sampling
- upper bound