What Does Data Augmentation Mean?

Techopedia Explains Data Augmentation

  • Extrapolation Technique: Based on heuristics. The relevant fields are updated or provided with values.
  • Tagging Technique: Common records are tagged to a group, making it easier to understand and differentiate for the group.
  • Aggregation Technique: Using mathematical values of averages and means, values are estimated for relevant fields if needed
  • Probability Technique: Based on heuristics and analytical statistics, values are populated based on the probability of events.