An evolutionary algorithm for automated machine learning focusing on classifier ensembles: An improved algorithm and extended results.
João Carlos Xavier JuniorAlex Alves FreitasTeresa Bernarda LudermirAntonino Feitosa NetoCephas A. S. BarretoPublished in: Theor. Comput. Sci. (2020)
Keyphrases
- evolutionary algorithm
- classifier ensemble
- machine learning
- machine learning methods
- artificial intelligence
- differential evolution
- text classification
- ensemble methods
- machine learning algorithms
- learning algorithm
- genetic algorithm
- decision trees
- information extraction
- natural language processing
- co occurrence
- simulated annealing
- genetic programming
- named entity recognition
- fitness function
- data mining
- knowledge discovery
- base classifiers
- objective function
- training set
- classification algorithm
- question answering
- pairwise