Ground truth? Concept-based communities versus the external classification of physics manuscripts.
Vasyl PalchykovValerio GemmettoAlexey BoyarskyDiego GarlaschelliPublished in: CoRR (2016)
Keyphrases
- ground truth
- classification accuracy
- machine learning
- pattern recognition
- feature selection
- automatic classification
- image classification
- benchmark datasets
- support vector machine
- machine learning methods
- svm classifier
- classification process
- classification systems
- pattern classification
- social network analysis
- decision rules
- training samples
- high quality
- decision trees
- machine learning algorithms
- classification algorithm
- complex networks
- model selection
- classification models
- feature space
- classification scheme
- text clustering
- manually labeled