MMLSpark: Unifying Machine Learning Ecosystems at Massive Scales.
Mark HamiltonSudarshan RaghunathanIlya MatiachAndrew SchonhofferAnand RamanEli BarzilayMinsoo ThigpenKarthik RajendranJanhavi Suresh MahajanCourtney CochraneAbhiram EswaranAri GreenPublished in: CoRR (2018)
Keyphrases
- machine learning
- data analysis
- data mining
- natural language processing
- text mining
- artificial intelligence
- computer vision
- computer science
- learning tasks
- active learning
- knowledge acquisition
- information extraction
- application of machine learning methods
- machine learning models
- multiple scales
- explanation based learning
- computational biology
- knowledge engineering
- computational intelligence
- knowledge discovery
- social networks
- multiscale
- data sets
- pattern recognition
- inductive learning
- search engine
- massive data
- supervised machine learning
- database systems
- machine learning approaches
- feature space
- inductive logic programming
- evolutionary algorithm
- machine learning methods
- learning systems
- machine learning algorithms
- model selection
- learning algorithm