Classification on Large Networks: A Quantitative Bound via Motifs and Graphons.
Andreas HauptMohammad KhatamiThomas SchultzNgoc Mai TranPublished in: CoRR (2017)
Keyphrases
- pattern recognition
- pattern classification
- classification algorithm
- machine learning
- classification scheme
- classification method
- image classification
- classification accuracy
- text classification
- biological networks
- automatic classification
- feature vectors
- lower bound
- feature extraction
- support vector
- training set
- rule discovery
- classification process
- decision trees
- feature space
- support vector machine svm
- supervised learning
- upper bound
- support vector machine
- decision rules
- machine learning algorithms
- preprocessing
- machine learning methods
- classification rules
- dna sequences
- classification models
- generalization ability
- data sets
- classification systems
- feature selection