An Effective Method to Find Better Data Mining Model Using Inferior Class Oversampling.
Hyontai SugPublished in: ICHIT (2) (2011)
Keyphrases
- probabilistic model
- mathematical model
- data mining
- theoretical analysis
- statistical model
- study proposes
- em algorithm
- modeling method
- objective function
- evaluation method
- prior knowledge
- cost function
- prediction model
- high order
- regression analysis
- similarity measure
- linear models
- machine learning
- optimization method
- sensitivity analysis
- network model
- pairwise
- energy function
- bp neural network
- hybrid model
- linear model
- gaussian distribution
- input data
- classification method
- recognition algorithm
- linear regression
- bayesian framework
- parameter space
- data analysis
- computationally efficient
- evaluation model
- classification algorithm