Explaining classification performance and bias via network structure and sampling technique.
Lisette Espín-NoboaFariba KarimiBruno RibeiroKristina LermanClaudia WagnerPublished in: Appl. Netw. Sci. (2021)
Keyphrases
- network structure
- network topology
- social networks
- network analysis
- complex networks
- classification accuracy
- online social networks
- decision trees
- machine learning
- link prediction
- feature extraction
- network size
- text classification
- training set
- feature selection
- communication networks
- feature space
- information diffusion
- supervised learning
- support vector machine
- social media
- class imbalance
- real world networks
- support vector
- dynamic networks
- bayesian network structure