Enumeration of linear threshold functions from the lattice of hyperplane intersections.
Piyush C. OjhaPublished in: IEEE Trans. Neural Networks Learn. Syst. (2000)
Keyphrases
- hyperplane
- linear threshold functions
- perceptron algorithm
- uniform distribution
- support vector
- feature space
- data points
- support vector machine
- training samples
- principal components
- decision boundary
- linear classifiers
- search space
- input space
- kernel function
- svm classifier
- support vectors
- linear functions
- convex hull
- dynamic programming
- high dimensional
- weight vector
- lower bound
- sample size
- sample complexity
- training set