Consolidated Trees: Classifiers with Stable Explanation. A Model to Achieve the Desired Stability in Explanation.
Jesús M. PérezJavier MuguerzaOlatz ArbelaitzIbai GurrutxagaJosé Ignacio MartínPublished in: ICAPR (1) (2005)
Keyphrases
- high level
- decision trees
- experimental data
- mathematical model
- computational model
- feature selection
- theoretical framework
- structural model
- probabilistic model
- management system
- theoretical analysis
- support vector machine
- cost function
- statistical model
- classification method
- artificial neural networks
- test data
- classification models
- similarity measure