A Concept Lattice-Based Kernel for SVM Text Classification.
Claudio CarpinetoCarla MichiniRaffaele NicolussiPublished in: ICFCA (2009)
Keyphrases
- text classification
- support vector
- kernel function
- text classifiers
- feature selection
- kernel methods
- knn
- text classification tasks
- machine learning
- feature space
- support vector machine
- multiple kernel learning
- support vector machine svm
- svm classification
- k nearest neighbor
- kernel space
- concept lattice
- classification method
- multi class
- text data
- kernel machines
- decision function
- kernel parameters
- training data
- data cleaning
- distributional clustering
- bag of words
- svm classifier
- n gram
- naive bayes
- text categorization
- kernel matrix
- input space
- classification algorithm
- kernel pca
- string kernels
- multiple kernel
- polynomial kernels
- visual features
- text mining
- principal component analysis