Fold 4 - Understanding why coefficient 153070253 was selected
Tag: ROUND FACE
Selected Coefficient: 153070253
Taxonomy Path: 4.4.48.1.6
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 153070253 | 3.000000 | 4.4.48.1.6 | 6.1.48.4.4 (6*71^4 + 357911 + 48*71^2 + 4*71 + 4) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 3065143 | 4.000000 | 2.3.40.8 | 8.40.3.2 (8*71^3 + 40*71^2 + 3*71 + 2) | No | |
| 99957990 | 4.000000 | 1.0.20.66.3 | 3.66.20.0.1 (3*71^4 + 66*71^3 + 20*71^2 + 1) | No |
These are the training products that have the "ROUND FACE" tag (processing sequence 1983). 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 |
|---|---|---|---|---|---|---|---|
| 9192 | Rue Fabert | 153070253 | GOLD, 8MM, 22K, ACETATE, NEW HINGE, NEW STYLES, OPTICAL | 0 | none | ||
| 9193 | Rue Amélie | 153070253 | GOLD, 8MM, 22K, ACETATE, NEW HINGE, NEW STYLES, OPTICAL | 0 | none | ||
| 9190 | Cométe | 99957990 | 22K, CAT-EYE, NEW STYLES, OPTICAL | -53112263 | none | ||
| 9168 | Place Blanche | 3065143 | DIAMOND FACE, MEDIUM, OPTICAL | -150005110 | none | ||
| 9209 | Lille | 0 | GOLD, BLACK, 8MM, 22K, ACETATE, DIAMOND FACE, MEDIUM, OPTICAL | -153070253 | none |