Forensic document examination system using boosting and bagging methodologies.
Surbhi GuptaMunish KumarPublished in: Soft Comput. (2020)
Keyphrases
- ensemble methods
- ensemble learning
- base classifiers
- document analysis
- ensemble classification
- randomized trees
- majority voting
- gradient boosting
- weak classifiers
- machine learning
- decision trees
- decision tree ensembles
- decision stumps
- ensemble classifier
- random forest
- web documents
- learning algorithm
- document images
- data mining
- benchmark datasets
- random forests
- information retrieval systems
- document collections
- document clustering
- prediction accuracy
- relevant documents
- information retrieval
- variance reduction
- retrieval systems
- digital forensics
- training set
- base learners
- supervised learning
- keywords
- feature selection
- boosting algorithms
- class labels