Comparison on Confidence Bands of Decision Boundary between SVM and Logistic Regression.
Xing WangXin WangZhaonan SunPublished in: NCM (2009)
Keyphrases
- logistic regression
- decision boundary
- support vector
- support vectors
- hyperplane
- support vector machine
- pattern classification
- kernel function
- linear support vector machines
- decision trees
- svm classifier
- training set
- training samples
- nearest neighbor
- linear svm
- data points
- naive bayes
- support vector machine svm
- class membership
- data distribution
- linear classifiers
- loss function
- unlabeled data
- k nearest neighbor
- base classifiers
- feature selection
- pattern recognition
- generalization ability
- class distribution
- feature extraction
- feature space
- convex hull
- multi class
- knn