Anomaly Detection

So how do we know if x is an anomaly?

• We can calculate the probability of the data and then compare values to extract the obvious ones
• So how do we decide which levels distinguish our desired values from the undesired ones

Gaussian Distribution

---

Density Estimation

Develop System

---

Algorithm Evaluation

Choosing Tests

---

Anomaly vs Supervised Learning