German Hatespeech classification with Naive Bayes and Logistic Regression - hshl at GermEval 2019 - Task 2.
Kristian RotherAchim RettbergPublished in: KONVENS (2019)
Keyphrases
- logistic regression
- naive bayes
- classification accuracy
- decision trees
- text classification
- naive bayes classifier
- tree augmented naive bayes
- logistic regression models
- bayesian classifier
- feature selection
- support vector
- cost sensitive
- class probabilities
- naive bayes models
- text classifiers
- probability estimation
- training data
- text categorization
- bayesian classifiers
- augmented naive bayes
- machine learning
- information gain
- classification models
- conditional likelihood
- bayesian network classifiers
- classification trees
- probability estimates
- pairwise
- feature space
- text mining
- bayesian networks
- loss function
- support vector machine
- supervised learning
- data analysis
- feature extraction
- support vector machine svm