Identifying and Harnessing the Building Blocks of Machine Learning Pipelines for Sensible Initialization of a Data Science Automation Tool.
Randal S. OlsonJason H. MoorePublished in: GPTP (2016)
Keyphrases
- building blocks
- data science
- machine learning
- big data
- statistical learning
- back end
- data analysis
- cloud computing
- software components
- text mining
- machine learning methods
- business intelligence
- information extraction
- data processing
- text classification
- natural language processing
- feature selection
- social media
- information retrieval
- decision trees
- learning algorithm
- machine learning algorithms
- supervised learning
- collective intelligence
- unsupervised learning
- knowledge management
- database
- object oriented
- k means
- reinforcement learning
- similarity measure
- metadata
- data mining
- databases
- data sets