Highly Interpretable Linguistic Knowledge Bases Optimization: Genetic Tuning versus Solis-Wetts. Looking for a Good Interpretability-accuracy Trade-off.
José Maria AlonsoOscar CordónSerge GuillaumeLuis MagdalenaPublished in: FUZZ-IEEE (2007)
Keyphrases
- trade off
- knowledge base
- prediction accuracy
- high accuracy
- bias variance
- tuning parameters
- natural language
- optimization algorithm
- knowledge based systems
- computational cost
- natural language processing
- genetic algorithm
- genetic programming
- optimization method
- knowledge representation
- decision trees
- parameter tuning
- machine learning
- computational efficiency
- global optimization
- neural network
- fine tuning
- combinatorial optimization
- expert systems
- artificial intelligence
- optimization problems
- classification accuracy