Temporal Categorical Prediction Task

A Temporal Categorical Prediction Task is a temporal prediction task that is a class prediction task (restricted to time series data records).

• Context:
  • It can be solved by a Time-Series Classification System (that implements a Time-Series Classification algorithm).
  • It can be measured with a Time-Series Classification Performance Measure.
  • It can range from being a Heuristic to being a Data-Driven (such as supervised temporal classification).
  • …
• Counter-Example(s):
  • a Time-Series Estimation Task.
  • a Time-Series Ranking Task.
• See: Time Series Data Sequence, Time-Series Analysis Task.

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References

2009

• (Ye & Keogh, 2009) ⇒ Lexiang Ye, and Eamonn Keogh. (2009). “Time Series Shapelets: A New Primitive for Data Mining.” In: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2009). doi:10.1145/1557019.1557122

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