pyAKI - An Open Source Solution to Automated KDIGO classification.
Christian PorschenJan ErnstingPaul BrauckmannRaphael WeissTill WürdemannHendrik BookeWida AminiLudwig MaidowskiBenjamin RisseTim HahnThilo Caspar von GrootePublished in: CoRR (2024)
Keyphrases
- open source
- automated classification
- pattern recognition
- text classification
- benchmark datasets
- document classification
- pattern classification
- machine learning
- support vector machine svm
- classification process
- support vector machine
- multi class
- classification accuracy
- classification systems
- benchmark data sets
- classification models
- classification algorithm
- decision rules
- feature selection
- image classification
- source code
- feature vectors
- clustering algorithm
- svm classifier
- cross validation
- model selection
- rough sets
- preprocessing
- automatic classification
- similarity measure
- linear equations
- web services