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Table 1 Overview of transformation schemes and their preprocessing requirements

From: A comprehensive tool for creating and evaluating privacy-preserving biomedical prediction models

Transformation scheme Preprocessing required
  Numeric attributes Categorical attributes
Cell suppression No No
Attribute suppression No No
Record suppression No No
Generalization Yes Yes
Categorization Yes N/A
Aggregation No N/A
Random sampling No No