Evaluation of a Self-adapting Method for Resource Classification in Folksonomies.
José Javier AstrainAlberto CórdobaFrancisco EcharteJesús E. VilladangosPublished in: KMO (2012)
Keyphrases
- classification accuracy
- classification method
- support vector machine svm
- cross validation
- support vector machine
- evaluation method
- high accuracy
- computational complexity
- preprocessing
- dynamic programming
- classification scheme
- neural network
- resource allocation
- classification algorithm
- gold standard
- significant improvement
- training data
- accuracy rate
- classification rate
- training process
- web resources
- evaluation model
- training phase
- classification process
- classification procedure
- pattern classification
- high precision
- svm classifier
- unsupervised learning
- model selection
- text classification
- computational cost
- cost function
- objective function
- similarity measure
- feature extraction
- feature selection
- social networks