Scaling tree-based automated machine learning to biomedical big data with a feature set selector.
Trang T. LeWeixuan FuJason H. MoorePublished in: Bioinform. (2020)
Keyphrases
- feature set
- big data
- machine learning
- feature selection
- data science
- data analysis
- information extraction
- random forest
- cloud computing
- classification accuracy
- data management
- knowledge discovery
- big data analytics
- text mining
- feature extraction
- feature space
- vast amounts of data
- pattern recognition
- social media
- data processing
- data mining
- feature vectors
- decision trees
- business intelligence
- unstructured data
- support vector machine
- feature selection algorithms
- statistical learning
- text categorization
- information processing
- learning algorithm
- data warehousing
- text classification
- predictive modeling
- feature extraction and selection
- selected features
- massive datasets
- information retrieval
- real world
- e learning
- database systems
- face recognition
- similarity measure
- support vector
- natural language processing