Research and Analysis of Predictive Models for Diabetes Mellitus Using Machine Learning: Active Learning vs. Random Sampling.
Chentao YePublished in: ISAIMS (2021)
Keyphrases
- random sampling
- active learning
- machine learning
- selective sampling
- diabetes mellitus
- predictive modeling
- supervised learning
- machine learning algorithms
- sampling algorithm
- query by committee
- sampling procedure
- learning algorithm
- labeled data
- uncertainty sampling
- generalization error
- diabetic patients
- random samples
- sampling methods
- data structure
- data sets
- semi supervised
- probabilistic model
- learning process
- expert systems