Improving machine learning performance by removing redundant cases in medical data sets.
Lucila Ohno-MachadoHamish S. F. FraserAleksander ØhrnPublished in: AMIA (1998)
Keyphrases
- machine learning
- medical data sets
- classification rules
- data sets
- medical data
- learning algorithm
- artificial intelligence
- information extraction
- knowledge discovery
- data analysis
- machine learning algorithms
- natural language processing
- pattern recognition
- information retrieval
- reinforcement learning
- training data
- feature extraction
- text classification
- knowledge acquisition
- decision trees
- machine learning methods
- computer vision
- rule sets
- explanation based learning
- data mining