MLbase: A Distributed Machine-learning System.
Tim KraskaAmeet TalwalkarJohn C. DuchiRean GriffithMichael J. FranklinMichael I. JordanPublished in: CIDR (2013)
Keyphrases
- machine learning
- distributed systems
- data mining
- lightweight
- information extraction
- learning algorithm
- cooperative
- decision trees
- computer networks
- active learning
- distributed architecture
- machine learning methods
- learning systems
- machine learning algorithms
- distributed environment
- learning tasks
- semi supervised learning
- data sets
- pattern recognition
- peer to peer
- supervised learning
- kernel methods
- knowledge discovery
- distributed databases
- multi agent
- inductive learning
- explanation based learning
- computer vision
- distributed learning
- distributed network