An ensemble machine learning approach for classification tasks using feature generation.
Wenjuan FengJin GouZongwen FanXiang ChenPublished in: Connect. Sci. (2023)
Keyphrases
- feature generation
- machine learning
- inductive learning
- text categorization
- inductive logic programming
- information extraction
- word sense disambiguation
- statistical approaches
- constructive induction
- feature representations
- learning algorithm
- feature construction
- feature selection
- ensemble methods
- neural network
- random forests
- generation method
- ensemble learning
- classifier ensemble
- statistical modeling
- artificial intelligence
- decision trees
- natural language processing
- training data
- selection strategy
- data mining
- semantic features
- random forest
- training set
- ensemble classifier
- co training
- text classification
- co occurrence
- supervised learning
- natural language