Industry
Fault detection from semiconductor sensors
Flag faulty production runs from about 590 sensors with very few failures.
- Status
- Planned
- Dataset
- UCI SECOM
- Concepts
- missing data, feature selection, class imbalance, anomaly detection
Problem
What question does this project answer, and who would use the answer?
Data
Source, size, licence, and any cleaning applied.
Method
Steps taken and why each was chosen.
Results
Key numbers and charts, with an honest evaluation.
Limitations
What the result does not show.
Theory note
The core idea behind the method, in plain language.