Computing Confidence Intervals for the Risk of A SVM Classifier through Algorithmic Inference.
Bruno ApolloniSimone BassisSabrina GaitoDario MalchiodiA. MinoraPublished in: WIRN (2004)
Keyphrases
- svm classifier
- confidence intervals
- support vector machine
- support vector machine svm
- support vector
- image classification
- stochastic systems
- sample size
- feature vectors
- training set
- stopping rules
- test set
- kernel function
- markov chain
- semi supervised
- bayesian networks
- svm classification
- decision function
- machine learning
- conditional probabilities
- monte carlo
- feature selection
- k nearest neighbor
- model selection
- classification accuracy
- neural network