Categorical Outlier Detection Task

A Categorical Outlier Detection Task is an outlier detection task for categorical data.

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

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