Fold 3 - Understanding why coefficient 40755 was selected
Tag: CUSTOM LENSES
Selected Coefficient: 40755
Taxonomy Path: 1.6.8
Taxonomy Name: Apparel & Accessories > Jewelry > Necklaces
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? |
|---|---|---|---|---|---|
| 40755 | 2.014085 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | Yes |
| 136250 | 2.028169 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| -2792643 | 3.014085 | -0.70.56.7 | -7.56.70.0 (-(7*71^3 + 56*71^2 + 70*71)) | No | |
| -2697148 | 3.014085 | -0.3.38.7 | -7.38.3.0 (-(7*71^3 + 38*71^2 + 3*71)) | No |
These are the training products that have the "CUSTOM LENSES" tag (processing sequence 1012). 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 |
|---|---|---|---|---|---|---|---|
| 9165 | ReFramed Place Du Brésil | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 95495 | SUNGLASSES, WHITE GOLD, REFRAMED | |
| 9137 | Place Jussieu Sun | 40755 | Apparel & Accessories > Jewelry > Necklaces | 22K | 0 | MEDIUM, SS23, SUNGLASSES | |
| 9214 | Gaillon Sun | 40755 | Apparel & Accessories > Jewelry > Necklaces | 22K | 0 | MEDIUM, NEW HINGE, SS23, SUNGLASSES | |
| 9164 | ReFramed Léna | -2697148 | ORANGE, CHAMPAGNE | -2737903 | SUNGLASSES, REFRAMED | ||
| 9152 | ReFramed Port Royal | -2792643 | BLACK | -2833398 | SUNGLASSES, REFRAMED |