Variation

• learning rules for only a single class - negation as failure
• ``pregnant women who are likely to have twins''
• skewed sample size encourages this also! - just change *performance* to fractions of positives covered - AQ
• AQ uses single positive seed example to focus search in Learn-One-Rule
• only considers attributes satisfied by that positive instance
• a new seed example is chosen from those positive examples not yet covered