Assessing the quality of model-comparison tools: a method and a benchmark data set.
Mark van den BrandAlbert T. HofkampTom VerhoeffZvezdan ProticPublished in: IWMCP@ICMT (2011)
Keyphrases
- mathematical model
- data sets
- test data
- study proposes
- cost function
- probabilistic model
- statistical model
- prior knowledge
- evaluation method
- high order
- classification method
- theoretical analysis
- markov model
- optimization model
- similarity measure
- high quality
- prediction model
- sensitivity analysis
- optimization method
- closed form
- kalman filter
- objective function
- prior information
- high accuracy
- preprocessing
- pairwise
- hybrid model
- synthetic data
- significant improvement
- em algorithm
- monte carlo simulation
- autoregressive
- quantitative evaluation
- network model
- analytical model
- linear regression
- detection method
- input data
- support vector machine
- real world
- tree structure
- energy function
- support vector machine svm
- regression analysis
- probability distribution
- reconstruction method