Automated Machine Learning for Studying the Trade-Off Between Predictive Accuracy and Interpretability.
Alex Alves FreitasPublished in: CD-MAKE (2019)
Keyphrases
- predictive accuracy
- trade off
- machine learning
- machine learning algorithms
- decision trees
- prediction accuracy
- learning algorithm
- high predictive accuracy
- rule sets
- predictive power
- data mining
- classification rules
- knowledge discovery
- supervised learning
- text mining
- text classification
- data analysis
- pattern recognition
- logistic regression
- protein secondary structure prediction
- information extraction
- computational intelligence
- naive bayes
- data structure
- decision rules
- high dimensional
- rough sets
- classification accuracy
- prior knowledge