Classification of Advertisement Text on Facebook Using Synthetic Minority Over-Sampling Technique.
Suphamongkol AkkaradamrongratPornpimon KachamasSukree SinthupinyoPublished in: ACAI (2018)
Keyphrases
- supervised machine learning
- image classification
- class imbalance
- social media
- classification method
- machine learning
- classification algorithm
- pattern recognition
- classification models
- document classification
- automatic classification
- information retrieval
- social networks
- support vector
- real world
- classification accuracy
- classification scheme
- text mining
- decision trees
- preprocessing
- pattern classification
- class distribution
- benchmark datasets
- feature extraction
- active learning
- minority class
- imbalanced data
- database
- polarity classification
- social networking
- text documents
- decision rules
- svm classifier
- support vector machine svm
- natural language processing
- support vector machine
- training data
- search engine
- data sets