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  • SDMetrics
  • Getting Started
    • Installation
    • Quickstart
    • Metadata
      • Single Table Metadata
      • Multi Table Metadata
      • Sequential Metadata
  • Reports
    • Quality Report
      • What's included?
      • Single Table API
      • Multi Table API
    • Diagnostic Report
      • What's included?
      • Single Table API
      • Multi Table API
    • Other Reports
    • Visualization Utilities
  • Metrics
    • Diagnostic Metrics
      • BoundaryAdherence
      • CardinalityBoundaryAdherence
      • CategoryAdherence
      • KeyUniqueness
      • ReferentialIntegrity
      • TableStructure
    • Quality Metrics
      • CardinalityShapeSimilarity
      • CategoryCoverage
      • ContingencySimilarity
      • CorrelationSimilarity
      • KSComplement
      • MissingValueSimilarity
      • RangeCoverage
      • SequenceLengthSimilarity
      • StatisticMSAS
      • StatisticSimilarity
      • TVComplement
    • Privacy Metrics
      • DCRBaselineProtection
      • DCROverfittingProtection
      • DisclosureProtection
      • DisclosureProtectionEstimate
      • CategoricalCAP
    • ML Augmentation Metrics
      • BinaryClassifierPrecisionEfficacy
      • BinaryClassifierRecallEfficacy
    • Metrics in Beta
      • CSTest
      • Data Likelihood
        • BNLikelihood
        • BNLogLikelihood
        • GMLikelihood
      • Detection: Sequential
      • Detection: Single Table
      • InterRowMSAS
      • ML Efficacy: Sequential
      • ML Efficacy: Single Table
        • Binary Classification
        • Multiclass Classification
        • Regression
      • NewRowSynthesis
      • * OutlierCoverage
      • Privacy Against Inference
      • * SmoothnessSimilarity
  • Resources
    • Citation
    • Contributions
      • Defining your metric
      • Development
      • Release FAQs
    • Enterprise
      • Domain Specific Reports
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  1. Reports

Quality Report

The SDMetrics Quality Report evaluates how well your synthetic data captures mathematical properties from your real data. This is also known as synthetic data fidelity. The report runs select metrics to measure these properties and summarizes the results.

Once you have generated the report you can get more details to explain the results, visualize the scores and save the report to share it.

Availability

The Quality Report is available for single and multi table datasets.

The Quality Report is not optimized to compute the quality of ordered, sequential information. However, you can still apply the single table report for some basic analysis.

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Last updated 1 year ago