dmapply: A functional primitive to express distributed machine learning algorithms in R.
Edward MaVishrut GuptaMeichun HsuIndrajit RoyPublished in: Proc. VLDB Endow. (2016)
Keyphrases
- learning experience
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- learning tasks
- machine learning methods
- decision trees
- predictive accuracy
- learning problems
- random forests
- machine learning approaches
- machine learning models
- machine learning systems
- transfer learning
- input features
- multi agent
- standard machine learning algorithms
- data sets
- learning models
- domain specific
- support vector machine
- feature vectors
- data mining
- neural network