A Bolasso based consistent feature selection enabled random forest classification algorithm: An application to credit risk assessment.
Nisha AroraPankaj Deep KaurPublished in: Appl. Soft Comput. (2020)
Keyphrases
- classification algorithm
- random forest
- feature set
- feature selection
- selected features
- naive bayes
- decision trees
- class labels
- support vector machine
- feature reduction
- knn
- fold cross validation
- random forests
- k nearest neighbor
- accurate classification
- classification accuracy
- text categorization
- ensemble learning
- training set
- multi label
- ensemble classifier
- feature ranking
- base classifiers
- learning algorithm
- feature space
- feature selection algorithms
- ensemble methods
- feature subset
- classification method
- dimensionality reduction
- concept drift
- nearest neighbor
- support vector
- text classification
- feature vectors
- feature extraction
- unsupervised learning
- classifier ensemble
- machine learning