Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization.
Jian ZhangRong JinYiming YangAlexander G. HauptmannPublished in: ICML (2003)
Keyphrases
- text categorization
- logistic regression
- naive bayes
- support vector
- linear svm
- knn
- feature selection
- text classifiers
- linear support vector machines
- k nearest neighbor
- text classification
- multi label
- information gain
- support vector machine svm
- decision trees
- naive bayes classifier
- text documents
- support vector machine
- nearest neighbor
- distributional clustering
- kernel function
- svm classifier
- term frequency
- support vectors
- feature space
- loss function
- term weighting
- training data
- linear discriminant analysis
- classification accuracy
- maximum margin
- knowledge discovery
- learning algorithm
- semi supervised learning
- information retrieval
- machine learning
- multilabel classification
- data sets