Nearest neighbor training of side effect machines for sequence classification.
Daniel A. AshlockAndrew McEachernPublished in: CIBCB (2010)
Keyphrases
- sequence classification
- nearest neighbor
- sequence data
- training set
- hidden markov models
- k nearest neighbor
- conditional random fields
- learning machines
- knn
- markov models
- high dimensional
- discriminative learning
- string kernels
- training examples
- distance function
- neural network
- probabilistic model
- data sets
- index structure
- training algorithm
- training samples
- semi supervised
- structured prediction
- support vector
- bayesian networks