Numerical Outlier Detection Task

A Numerical Outlier Detection Task is an outlier detection task for numerical data.

• AKA: Continuous Outlier Detection.
• Context:
  • It can range from being a Univariate Continuous Outlier Detection Task to being a Multivariate continuous Outlier Detection Task (such as a bivariate continuous outlier detection task).
  • It can range from being a Unordered-Data Continuous Outlier Detection Task to being a Sequential-Data continuous Outlier Detection Task (such as a temporal categorical outlier detection task).
  • It can range from being a I.I.D. Continuous Outlier Detection Task to being a Non-I.I.D. continuous Outlier Detection Task.
  • It can be solved by an Outlier Continuous Detection System (that applies an outlier continuous detection algorithm).
  • …
• Example(s):
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• Counter-Example(s):
  • Categorical Outlier Detection Task.
• See: Temporal Outlier Detection.

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