pyLEMMINGS: Large Margin Multiple Instance Classification and Ranking for Bioinformatics Applications.
Amina AsifWajid Arshad AbbasiFarzeen MunirAsa Ben-HurFayyaz ul Amir Afsar MinhasPublished in: CoRR (2017)
Keyphrases
- multiple instance
- machine learning
- support vector
- multiple instance learning
- real valued
- maximum margin
- feature selection
- text classification
- feature vectors
- classification accuracy
- text mining
- unsupervised learning
- data mining
- learning algorithm
- pattern classification
- machine learning algorithms
- feature set
- supervised learning
- feature space
- decision trees
- image classification
- graph cuts
- web search
- class labels
- cross validation
- ranking functions
- active learning
- data analysis
- feature extraction
- regression problems