An inexact smoothing-type algorithm for support vector machines.
Tie NiWei-Zhe GuJun ZhaiPublished in: Neurocomputing (2014)
Keyphrases
- learning algorithm
- cost function
- experimental evaluation
- support vector
- times faster
- optimization algorithm
- k means
- high accuracy
- dynamic programming
- improved algorithm
- theoretical analysis
- particle swarm optimization
- worst case
- detection algorithm
- objective function
- np hard
- least squares
- significant improvement
- logistic regression
- search space
- preprocessing
- curve fitting
- expectation maximization
- input data
- probabilistic model
- evolutionary algorithm
- lower bound
- computational complexity
- similarity measure