Data-Driven Algorithm

A data-driven algorithm is an algorithm that can solve a data-driven task (based on available dataset, such as an unlabeled dataset).

• Context:
  • It can range from being an Unsupervised Learning Algorithm to being a Supervised Learning Algorithm.
  • It can be applied by a Data-Driven System.
  • …
• Example(s):
  • a Function Fitting Algorithm.
  • a Machine Learning Algorithm.
  • a Statistical Modeling Algorithm.
  • a Pattern Recognition Algorithm.
  • a Data Mining Algorithm.
  • a Corpus-based Algorithm, such as a Corpus-based Semantic Class Expansion Algorithm.
  • a Data-Driven Record Linkage Algorithm.
  • …
• Counter-Example(s):
  • a Satisfiability Algorithm.
  • a Constraint Satisfaction Algorithm.
  • a Database Query Optimization Algorithm.
  • a Rule-based Algorithm.
  • a Heuristic Algorithm.
• See: Data-Driven Programming.

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