Hepatitis Detection using Random Forest based on SVM-RFE (Recursive Feature Elimination) Feature Selection and SMOTE.
Rifky Yunus KrisnabayuAchmad RidokAgung Setia BudiPublished in: SIET (2021)
Keyphrases
- svm rfe
- random forest
- feature selection
- recursive feature elimination
- feature set
- feature ranking
- cancer diagnosis
- cancer classification
- selected features
- feature selection algorithms
- support vector machine
- decision trees
- fold cross validation
- terms of classification accuracy
- gene selection
- ensemble classifier
- text categorization
- feature subset
- method for feature selection
- multi label
- text classification
- support vector
- classification accuracy
- machine learning
- feature subset selection
- feature space
- decision boundary
- gene expression data
- microarray datasets
- ensemble learning
- microarray data
- sample size
- logistic regression
- multi class
- knn
- feature vectors