Improving Machine Learning Classification Accuracy for Breathing Abnormalities by Enhancing Dataset.
Mubashir RehmanRaza Ali ShahMuhammad Bilal KhanSyed Aziz ShahNajah Abed AbualiXiaodong YangAkram AlomainyMuhammad Ali ImranQammer H. AbbasiPublished in: Sensors (2021)
Keyphrases
- machine learning
- classification accuracy
- feature selection
- feature set
- medical images
- support vector
- learning algorithm
- text classification
- machine learning methods
- computational biology
- multiple classifier systems
- pattern recognition
- support vector machine
- naive bayes
- feature space
- feature extraction
- decision trees
- computer vision
- artificial intelligence
- information retrieval
- inductive learning
- text mining
- terms of classification accuracy
- semi supervised
- knowledge representation
- active learning
- reinforcement learning
- fold cross validation
- selected features
- explanation based learning
- data mining
- abnormality detection
- inductive logic programming
- learning systems
- benchmark datasets
- semi supervised learning
- supervised learning
- object detection
- information extraction
- data analysis