TPOT: A Tree-based Pipeline Optimization Tool for Automating Machine Learning.
Randal S. OlsonJason H. MoorePublished in: AutoML@ICML (2016)
Keyphrases
- machine learning
- machine learning methods
- optimization algorithm
- machine learning algorithms
- optimization problems
- pattern recognition
- neural network
- global optimization
- knowledge acquisition
- text mining
- decision trees
- feature selection
- optimization strategies
- multi objective
- optimization model
- learning algorithm
- website
- artificial intelligence
- learning tasks
- semi supervised learning
- optimization method
- processing pipeline
- statistical methods
- databases
- optimization methods
- software tools
- objective function
- genetic algorithm
- learning systems
- model selection
- information systems
- natural language processing
- supervised learning
- support vector machine
- active learning
- data structure