ROC AUC Calculator

Calculate Area Under the ROC Curve with confidence intervals

About ROC AUC

AUC measures the ability of a classifier to distinguish between classes.

Interpretation:

  • AUC = 1.0: Perfect classifier
  • AUC = 0.5: Random classifier
  • AUC < 0.5: Worse than random

Quality: 0.9-1.0 Excellent, 0.8-0.9 Good, 0.7-0.8 Fair, 0.6-0.7 Poor

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Editorial Note

MyCalcBuddy Editorial Team

This page is maintained as an educational calculator reference.

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Formula Source: Standard Mathematical References

by Various

🔄Last reviewed: May 2026
✓Formula checks are based on standard references and internal QA review.