A Semantics Aware Random Forest for Text Classification.
Md. Zahidul IslamJixue LiuJiuyong LiLin LiuWei KangPublished in: CIKM (2019)
Keyphrases
- random forest
- text classification
- multi label
- feature reduction
- random forests
- decision trees
- text categorization
- feature set
- feature selection
- ensemble methods
- bag of words
- text mining
- fold cross validation
- data cleaning
- base classifiers
- rotation forest
- automatic text classification
- machine learning
- k nearest neighbor
- knn
- ensemble learning
- feature importance
- small number
- graph cuts
- labeled data
- training set
- ensemble classifier
- semantic information
- image classification
- cost sensitive
- natural language
- training data
- feature extraction
- genetic algorithm
- data sets