Using Machine Learning Algorithms to Predict Diabetes Mellitus Based on PIMA Indians Diabetes Dataset.
Yuxin MiaoPublished in: ICVARS (2021)
Keyphrases
- machine learning algorithms
- diabetes mellitus
- diabetic patients
- benchmark data sets
- machine learning
- learning algorithm
- machine learning methods
- risk factors
- decision trees
- random forests
- learning problems
- predictive accuracy
- blood glucose
- benchmark datasets
- learning tasks
- machine learning approaches
- knowledge discovery
- input features
- machine learning models
- decision making
- standard machine learning algorithms
- model selection
- type ii
- machine learning systems
- learning models
- software engineering