Implementation of the SVM algorithm for high energy physics data analysis.
Marcin WolterAndrzej ZemlaPublished in: Ann. UMCS Informatica (2007)
Keyphrases
- support vector machine svm
- data analysis
- dynamic programming
- parallel implementation
- times faster
- detection algorithm
- classification algorithm
- search space
- np hard
- learning algorithm
- training algorithm
- matching algorithm
- optimization algorithm
- expectation maximization
- data collection
- worst case
- support vector machine
- neural network
- cost function
- k means
- optimal solution
- training process
- feature selection
- multi class
- probabilistic model
- preprocessing
- support vector
- objective function
- similarity measure
- hardware implementation
- support vectors