Spam Filtering: the Influence of the Temporal Distribution of Training Data.
Anton BrylPublished in: STAIRS (2006)
Keyphrases
- spam filtering
- training data
- data sets
- text classification
- spam detection
- machine learning models
- spatio temporal
- training and test data
- spam filters
- spatial and temporal
- learning algorithm
- temporal constraints
- supervised learning
- string kernels
- test data
- training dataset
- temporal information
- temporal reasoning
- probability distribution
- prior knowledge
- training set
- decision trees
- temporal databases
- training and testing data
- data distribution
- random variables
- training examples
- labeled data
- classification accuracy
- databases
- temporal patterns
- noisy data
- training samples
- natural language processing
- feature mapping