Mutual Information and Ensemble Based Feature Recommender for Renal Cancer Stage Classification.
Abhishek DeyDebayan GoswamiRahul RoySusmita GhoshYu Shrike ZhangJonathan H. ChanPublished in: CoRR (2022)
Keyphrases
- mutual information
- feature selection
- feature vectors
- preprocessing stage
- support vector
- classification accuracy
- feature set
- selection criterion
- feature ranking
- similarity measure
- survival prediction
- machine learning algorithms
- support vector machine svm
- cancer diagnosis
- image classification
- image registration
- training set
- pattern recognition
- feature extraction
- conditional mutual information
- majority voting
- machine learning
- classification models
- breast cancer
- information theoretic
- neural network
- classification method
- outcome prediction
- ensemble classifier
- cancer datasets
- text classification
- collaborative filtering
- final classification
- model selection
- decision trees
- ovarian cancer
- logistic regression
- svm classifier
- weak classifiers
- ensemble methods
- feature subset