Towards Certifiable AI in Medicine: Illustrated for Multi-label ECG Classification Performance Metrics.
Miriam EliaFabian StielerFabian RipkeMarius NannSarah DopferBernhard BauerPublished in: EAIS (2024)
Keyphrases
- multi label
- multi label classification
- image classification
- class labels
- text classification
- multi label learning
- multi instance
- image annotation
- text categorization
- graph cuts
- artificial intelligence
- feature selection
- machine learning
- classification algorithm
- max margin
- multiple labels
- binary classification
- knowledge representation
- feature extraction
- decision trees
- image processing
- support vector machine
- classification accuracy
- labeled data
- feature vectors
- feature space
- protein function prediction
- computer vision
- hierarchical text categorization
- binary classifiers
- k nearest neighbor
- cost sensitive
- cross validation
- svm classifier
- support vector machine svm
- neural network
- multi class
- support vector
- data mining