Explaining Hate Speech Classification with Model-Agnostic Methods.
Durgesh NandiniUte SchmidPublished in: KI (Workshops) (2022)
Keyphrases
- classification models
- classification method
- machine learning methods
- benchmark data sets
- qualitative and quantitative
- statistical model
- machine learning algorithms
- learning models
- significant improvement
- probability distribution
- benchmark datasets
- classification algorithm
- statistical methods
- decision trees
- pattern classification
- statistical models
- bayesian methods
- predictive model
- naive bayes classifier
- roc analysis
- automatic relevance determination
- linear regression
- image set
- machine learning
- probabilistic model
- active learning
- preprocessing
- face recognition
- high level
- feature selection