Warning: statistical benchmarking is addictive. Kicking the habit in machine learning.
Chris DrummondNathalie JapkowiczPublished in: J. Exp. Theor. Artif. Intell. (2010)
Keyphrases
- machine learning
- statistical methods
- statistical inference
- computer vision
- statistical analysis
- machine learning algorithms
- learning algorithm
- data mining
- data driven
- machine learning methods
- learning systems
- text classification
- semi supervised learning
- statistical measures
- unsupervised learning
- statistics and machine learning
- computational intelligence
- supervised learning
- active learning
- data analysis
- computer science
- decision trees
- data sets
- text mining
- information retrieval
- statistical approaches
- genetic algorithm
- machine learning approaches
- statistical learning
- learning tasks
- search engine
- social networks
- statistical models
- database systems
- reinforcement learning
- knowledge acquisition
- knowledge representation