Anomaly detection flags a new input as an anomaly if p(x) < ϵ . If we reduce the value of ϵ, what happens?
select one:
- The algorithm is more likely to classify new examples as an anomaly.
- The algorithm is less likely to classify new examples as an anomaly.
- The algorithm is more likely to classify some examples as an anomaly, and less likely to classify some examples as an anomaly. It depends on the example x.
- The algorithm will automatically choose parameters and to decrease and compensate.
- Correct
When is reduced, the probability of an event being classified as an anomaly is reduced.
