Machine learning algorithms and forced oscillation measurements applied to the automatic identification of chronic obstructive pulmonary disease.
Jorge L. M. AmaralAgnaldo J. LopesJosé M. JansenAlvaro C. D. FariaPedro L. MeloPublished in: Comput. Methods Programs Biomed. (2012)
Keyphrases
- machine learning algorithms
- automatic identification
- benchmark data sets
- learning algorithm
- decision trees
- machine learning
- learning problems
- predictive accuracy
- machine learning systems
- machine learning methods
- statistical machine learning
- machine learning models
- random forests
- machine learning approaches
- data mining
- high quality
- input features
- feature selection