Hill Climbing for Parameter Tuning
Problem Description PA
- Examples: Troubleshooting Records (21 attributes)
- Background Knowledge: Parameterized Max Rules
- Hypothesis Language: Vector of 14 Numeric Parameters
- I Initial state: Vector of Numeric Parameter
- O Operators
- Add 2.5% of parameter value to each parameter
- Subtract 2.5% of parameter value to each parameter
- E Cost of Misclassification
If there's an ACR > *CO-open-level* (1900 kohms)
PDT. "Possible open at frame. Needs frame check."
If distance from station > *DFS-F1* (1000 ft)
PDF. "PDF. May be high resistance open in cable."
If distance from station <= *DFS-F1* (1000 ft)
and there's no ACR <= *CPE-open-level* (37 kohms)
PDO. "May be high resistance open."