Hyb Error: A Hybrid Metric Combining Absolute and Relative Errors
5 hours ago
- #Hybrid Error
- #Numerical Analysis
- #Error Metrics
- Introduction of Hyb Error, a hybrid metric combining absolute and relative errors.
- Hyb Error formula: $\frac{|x-y|}{1+|y|}$, which balances absolute and relative error advantages.
- Hyb Error approaches absolute error when $|y|$ is near 0 and relative error when $|y|$ is large.
- For sequences, Maximum Element-wise Hyb Error (MEHE) is a practical metric reflecting significant errors.
- Hyb Error is equivalent to the decision boundary of the 'isclose' function in numerical libraries.