Fold 0 - Understanding why coefficient 992240 was selected
Tag: RND
Selected Coefficient: 992240
Taxonomy Path: 0.78.0.2
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 992240 | 0.012979 | 0.78.0.2 | 2.0.78.0 (2*79^3 + 78*79) | Yes | |
| 3426230 | 0.012979 | 0.78.74.6 | 6.74.78.0 (6*79^3 + 74*79^2 + 78*79) | No | |
| 78293266 | 0.012979 | 0.78.62.0.2 | 2.0.62.78.0 (2*79^4 + 62*79^2 + 78*79) | No | |
| -436870 | 0.037975 | -0.0.70 | -70.0.0 (-(70*79^2)) | No |
These are the training products that have the "RND" tag (processing sequence 2475). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 1119 | 2023-24 Rapids Youth New Day Jersey | 78293266 | ELS PW 14667 | 77301026 | none | ||
| 1116 | 2023-24 Rapids Authentic New Day Jersey | 3426230 | ELS PW 14667 | 2433990 | none | ||
| 1111 | 2023-24 Rapids Alt Kit Crew Sock - Burgundy/Blue | 992240 | ELS PW 14667 | 0 | none | ||
| 1052 | 2023-24 Rapids Alt Hook Sublimated Scarf | -436870 | ELS PW 14667 | -1429110 | none |