4. Two-Step Techniques

Content

• General Idea
• Step 1: identifying reliable negative examples
  • 1-DNF
  • Non-traditional classifier
  • Spy
• Step 2: training a classifier
  • Iterative SVM
• Step 3: selecting a classifier