Table 3 Significance of scenarios.

From: Synthetic healthcare data utility with biometric pattern recognition using adversarial networks

Scenario

Importance

Data matching and classification loss

To observe the distance between real and synthetic data in presence of true labels

Prevention of information leakage

To increase the privacy of data after mapping with real time data

Probability of data clusters

To indicate total number of data points at various clusters

Maximization of relocations and deformations

To transfer tasks among various data units in presence of robust data

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