Examining the Classification Accuracy of TSVMs with ?Feature Selection in Comparison with the GLAD Algorithm.
Hala HelmiJonathan M. GaribaldiUwe AickelinPublished in: CoRR (2013)
Keyphrases
- feature selection
- classification accuracy
- computational complexity
- simulated annealing
- dynamic programming
- experimental evaluation
- optimal solution
- support vector
- optimization algorithm
- learning algorithm
- cost function
- theoretical analysis
- computational cost
- improved algorithm
- high accuracy
- k means
- preprocessing
- segmentation algorithm
- input data
- objective function
- worst case
- multi class
- probabilistic model
- support vector machine
- particle swarm optimization
- support vector machine svm
- np hard
- association rules
- tree structure
- matching algorithm
- convergence rate
- bayesian networks