Expediting Model Selection for Support Vector Machines Based on an Advanced Data Reduction Algorithm.
Yu-Yen OuGuan-Hau ChenYen-Jen OyangPublished in: PRICAI (2006)
Keyphrases
- experimental data
- empirical data
- data sets
- test data
- probability distribution
- prior knowledge
- measured data
- simulation data
- data processing
- mathematical model
- formal model
- data sources
- hidden markov models
- probabilistic model
- statistical analysis
- database
- data distribution
- data samples
- expert knowledge
- raw data
- statistical methods
- computational model
- spatial data
- data points
- data analysis
- objective function
- high level
- data collection
- knowledge discovery
- original data
- prior information
- end users
- learning models
- historical data
- similarity measure
- database systems
- discrete data