Text classification: neural networks vs support vector machines.
Waleed ZaghloulSang M. LeeSilvana TrimiPublished in: Ind. Manag. Data Syst. (2009)
Keyphrases
- text classification
- neural network
- support vector
- feature selection
- learning machines
- large margin classifiers
- pattern recognition
- text categorization
- radial basis function
- bag of words
- n gram
- naive bayes
- labeled data
- knn
- machine learning
- text mining
- text data
- support vector machine
- artificial neural networks
- logistic regression
- fuzzy logic
- maximum margin
- back propagation
- training algorithm
- text classifiers
- neural network model
- unlabeled data
- cross validation
- text documents
- semantic features
- generalization ability
- kernel methods
- multi label
- genetic algorithm
- loss function
- classification accuracy
- databases
- data mining
- svm classifier
- support vector regression
- neural nets
- fault diagnosis
- knowledge discovery
- high dimensional
- learning algorithm
- data cleaning
- feature reduction
- training data