Decision Machines: Interpreting Decision Tree as a Model Combination Method.
Jinxiong ZhangPublished in: CoRR (2021)
Keyphrases
- statistical model
- probabilistic model
- sensitivity analysis
- mathematical model
- cost function
- prior knowledge
- decision trees
- test data
- linear model
- theoretical analysis
- clustering method
- hybrid model
- significant improvement
- similarity measure
- prior information
- em algorithm
- reconstruction method
- network model
- classification algorithm
- predictive model
- decision rules
- segmentation method
- detection method
- dynamic programming
- decision making
- tree structure
- high order
- study proposes
- prediction model
- objective function
- decision model
- regression analysis
- modeling method
- autoregressive
- machine learning
- monte carlo simulation
- evaluation method
- bp neural network
- bayesian framework
- optimization method
- closed form
- energy function
- parameter estimation
- model selection
- feature selection