Reducing Classification Times for Email Spam Using Incremental Multiple Instance Classifiers.
Teng-Sheng MohNicholas LeePublished in: ICISTM (2011)
Keyphrases
- multiple instance
- email spam
- decision trees
- support vector
- classification algorithm
- multiple instance learning
- class labels
- feature selection
- svm classifier
- feature set
- machine learning methods
- training set
- classification accuracy
- incremental learning
- learning problems
- training samples
- regression problems
- training data
- concept learning
- machine learning algorithms
- feature extraction
- supervised learning
- real valued
- machine learning
- semi supervised learning
- support vector machine
- naive bayes
- unsupervised learning
- model selection
- text classification
- image classification
- feature vectors
- feature space