Data-Driven Algorithm

A data-driven algorithm is an Algorithm that can solve a Task based on available dataset (such as a Training Dataset).

• 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.
• Counter-Example(s):
  • a Satisfiability Algorithm.
  • a Constraint Satisfaction Algorithm.
  • a Database Query Optimization Algorithm.
  • a Rule-based Algorithm.
• See: Heuristic Algorithm, Data-Driven Programming.

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