Diabetes prediction using Shapley additive explanations and DSaaS over machine learning classifiers: a novel healthcare paradigm.
Pratiyush GuleriaParvathaneni Naga SrinivasuM. HassaballahPublished in: Multim. Tools Appl. (2024)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- prediction accuracy
- decision trees
- machine learning approaches
- health care
- feature selection
- supervised classification
- electronic health records
- multiple classifier systems
- learning algorithm
- ensemble classifier
- support vector
- pattern recognition
- training data
- roc analysis
- predictive modeling
- data mining
- prediction model
- training set
- inductive learning
- chronic disease
- majority voting
- weighted voting
- medical data
- model selection
- text mining
- support vector machine
- primary care
- linear classifiers
- learning classifier systems
- classifier ensemble
- classification models
- game theory
- classification algorithm
- class labels
- diabetic patients
- health care providers