Data-Driven Numeric-Value Prediction Task

A Data-Driven Numeric-Value Prediction Task is a numeric-value prediction task that is a data-driven prediction task.

• AKA: Data-Driven Point Estimation.
• Context:
  • It can be solved by a Data-Driven Point Estimation System (that implements a data-driven point estimation algorithm, such as a supervised point estimation algorithm).
  • It can range from being a Data-Driven Univariate Point Estimation Task to being a Data-Driven Univariate Point Estimation Task.
  • It can range from being an IID Point Estimation Task to being a Time Series Point Estimation Task.
  • It can range from being a Supervised Point Estimation Task to being an Unsupervised Point Estimation Task.
  • It can range from being an Instance-based Point Estimation Task to being a Model-based Point Estimation Task.
  • …
• Example(s):
  • (Fanaee-T & Gama, 2014) Prediction Task.
  • Kaggle House Price Prediction Task, such as [1].
  • …
• Counter-Example(s):
  • a Heuristic Point Estimation Task.
  • a Data-Driven Categorical Prediction Task.
  • a Data-Driven Rank Prediction Task.
  • a Mathematical Equation-based Model Fitting Task.
• See: Point Estimation.

---

---