Table 6 Descriptions and equations of metrics used during the analysis of the interpretations
Metric | Analyses | Equation |
|---|---|---|
Cosine distance | Distance between attributions | \(cos(\theta ) = 1-\frac{u \cdot v}{||u||_2||v||_2}\). |
Entropy | Information contained in the attribution | \(H(\phi ) = - \sum _{i=0}^n \phi _i \times log_2(\phi _i)\) |
Relative importance | Relative importance given to component | \(\sum \phi _i, \phi _i \in \text {component}\) |