Comparison of machine learning algorithms for the identification of acute exacerbations in chronic obstructive pulmonary disease.
Chenshuo WangXianxiang ChenLidong DuQingyuan ZhanTing YangZhen FangPublished in: Comput. Methods Programs Biomed. (2020)
Keyphrases
- machine learning algorithms
- benchmark data sets
- learning algorithm
- machine learning
- predictive accuracy
- machine learning methods
- chronic obstructive pulmonary disease
- decision trees
- random forests
- learning tasks
- learning problems
- input features
- machine learning models
- machine learning approaches
- learning models
- standard machine learning algorithms
- data mining
- ct images
- image processing
- ensemble methods
- multi class
- feature vectors
- support vector
- training data
- computer vision
- data sets