A Data Structure to Speed-Up Machine Learning Algorithms on Massive Datasets.
Francisco PadilloJosé María LunaAlberto CanoSebastián VenturaPublished in: HAIS (2016)
Keyphrases
- machine learning algorithms
- massive datasets
- data structure
- massive data
- benchmark data sets
- learning algorithm
- decision trees
- machine learning
- machine learning methods
- big data
- learning problems
- methods require
- machine learning models
- machine learning approaches
- text data
- stored data
- machine learning and data mining algorithms
- data mining applications
- itemsets
- active learning
- learning models
- domain specific
- dimensionality reduction
- semi supervised
- feature selection
- data mining
- standard machine learning algorithms
- data sets