Double Logistic Regression Approach to Biased Positive-Unlabeled Data.
Konrad FurmanczykJan MielniczukWojciech RejchelPawel TeisseyrePublished in: ECAI (2023)
Keyphrases
- logistic regression
- unlabeled data
- labeled data
- semi supervised learning
- semi supervised
- sample selection bias
- active learning
- naive bayes
- training data
- decision trees
- co training
- supervised learning
- text classification
- support vector
- data points
- training set
- text categorization
- learning algorithm
- labeled and unlabeled data
- positive and negative
- loss function
- training examples
- fold cross validation
- class distribution
- class labels
- unsupervised learning
- bayesian classifiers
- data sets
- prior knowledge
- nearest neighbor
- maximum likelihood
- data mining
- linear regression
- pairwise constraints
- machine learning