Missing value imputation methods for TCM medical data and its effect in the classifier accuracy.
Dan ZengDan XieRan LiuXiaodong LiPublished in: Healthcom (2017)
Keyphrases
- missing values
- medical data
- imputation methods
- k nearest neighbour
- missing data
- unseen data
- data imputation
- missing data imputation
- medical images
- clinical data
- knn
- incomplete data
- medical data mining
- incomplete data sets
- medical information
- training data
- high dimensional data
- patient outcomes
- k nearest neighbor
- information gain
- support vector machine
- feature space
- multiple imputation
- support vector
- machine learning algorithms
- data points
- medical records
- text categorization
- nearest neighbor
- breast cancer
- traditional chinese medicine
- image segmentation
- input data
- feature selection
- machine learning
- data mining
- data sets