Learning Analytics / Method
Predictive modeling
Definition
The use of statistical or machine-learning models to estimate future outcomes, probabilities, or behaviors from available data.
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Open this concept in the glossary →Editorial explanation
Predictions can support interventions and planning, but they should be evaluated for validity, fairness, and consequences.
Related concepts
Sources and evidence
- LeBOK — 8.3.1 Predictive Modeling (direct)