Data-Driven Temporal Prediction Task

A Data-Driven Temporal Prediction Task is a temporal prediction task that is a data-driven prediction task.

• AKA: Data-Driven Predictive Timeseries Analysis.
• Context:
  • It can range from being a Supervised Temporal Prediction Task to being a Semi-Supervised Temporal Prediction Task to being an Unsupervised Temporal Prediction Task.
  • It can range from being a Data-Driven Temporal Point Prediction Task to being a Data-Driven Temporal Series Prediction Task (such as Data-Driven timeseries pattern classification).
  • It can range from being a Data-Driven Time-Series Classification Task to being a Data-Driven Time-Series Ranking Task to being a Data-Driven Time-Series Estimation Task.
  • It can be solved by a Data-Driven Temporal Prediction System (that implements a Data-Driven temporal prediction algorithm.
  • …
• Example(s):
  • a Data-Driven Forecasting Task, such as supervised temperature prediction and future demand prediction task.
  • an Data-Driven Anomaly Detection Task, such as a supervised fraud detection.
  • …
• Counter-Example(s):
  • a Heuristic Prediction Task.
  • a Timeseries Clustering Task.
  • an I.I.D. Prediction Task.
  • a Text String Prediction Task.
• See: Timeseries Labeling.

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