Accurate Diabetes Risk Stratification Using Machine Learning: Role of Missing Value and Outliers.
Md. ManiruzzamanMd. Jahanur RahmanMd. Al-MehediHasanHarman S. SuriMd. Menhazul AbedinAyman El-BazJasjit S. SuriPublished in: J. Medical Syst. (2018)
Keyphrases
- missing values
- machine learning
- missing data
- high risk
- data imputation
- noisy data
- risk factors
- incomplete data
- high dimensional data
- pattern recognition
- machine learning methods
- data points
- machine learning algorithms
- learning algorithm
- text classification
- feature values
- computer vision
- database
- health care
- information extraction
- support vector machine
- feature space
- decision trees
- feature selection
- data matrix
- incomplete data sets