Ensemble Feature Ranking for Cost-Based Non-Overlapping Groups: A Case Study of Chronic Kidney Disease Diagnosis in Developing Countries.
Syed Imran AliHafiz Syed Muhammad BilalMusarrat HussainJamil HussainFahad Ahmed SattiMaqbool HussainGwang Hoon ParkTaeChoong ChungSungyoung LeePublished in: IEEE Access (2020)
Keyphrases
- developing countries
- feature ranking
- disease diagnosis
- feature selection
- developed countries
- feature subset selection
- information and communication technologies
- e government
- distance learning
- random forest
- high dimensionality
- support vector
- ensemble learning
- classification models
- case study
- text categorization
- feature subset
- machine learning
- support vector machine
- comparative analysis
- neural network
- early diagnosis
- image processing
- gene selection
- missing values
- cost sensitive
- naive bayes
- multi layer perceptron
- fold cross validation
- medical images
- ensemble methods
- data sets