Mantra: a novel imputation measure for disease classification and prediction.
Shadi A. AljawarnehVangipuram RadhakrishnaGali Suresh ReddyPublished in: DATA (2018)
Keyphrases
- pattern recognition
- classification accuracy
- machine learning
- decision trees
- prediction accuracy
- classification scheme
- classification method
- bladder cancer
- automatic classification
- text classification
- training set
- feature set
- neural networks and support vector machines
- outcome prediction
- multiple imputation
- feature vectors
- similarity measure
- health care
- missing data
- image classification
- neural network
- missing values
- breast cancer
- classification models
- support vector machine svm
- feature selection
- k nearest neighbour
- predictive modeling
- ovarian cancer
- model selection
- feature extraction
- nearest neighbour algorithm
- knn