Node Centralities and Classification Performance for Characterizing Node Embedding Algorithms.
Kento NozawaMasanari KimuraAtsunori KanemuraPublished in: CoRR (2018)
Keyphrases
- benchmark datasets
- classification algorithm
- pattern recognition
- preprocessing
- computational cost
- tree structure
- theoretical analysis
- classification method
- optimization problems
- machine learning methods
- supervised learning
- classification accuracy
- directed graph
- support vector
- nearest neighbour
- social networks
- machine learning
- sufficient training data
- classification models
- neural network
- machine learning algorithms
- data mining techniques
- worst case
- significant improvement
- feature space
- feature selection
- learning algorithm