Fold 3 - Understanding why coefficient 136250 was selected
Tag: SUNGLASSES
Selected Coefficient: 136250
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 136250 | 5.000000 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| -2833398 | 5.028169 | -1.5.65.7 | -7.65.5.1 (-(7*71^3 + 65*71^2 + 5*71 + 1)) | No | |
| -2737903 | 5.028169 | -1.9.46.7 | -7.46.9.1 (-(7*71^3 + 46*71^2 + 9*71 + 1)) | No | |
| -2213071 | 5.028169 | -1.1.13.6 | -6.13.1.1 (-(6*71^3 + 13*71^2 + 71 + 1)) | No | |
| -80600765 | 7.000000 | -3.3.14.12.3 | -3.12.14.3.3 (-(3*71^4 + 12*71^3 + 14*71^2 + 3*71 + 3)) | No | |
| 95495 | 7.000000 | 0.67.18 | 18.67.0 (18*71^2 + 67*71) | No |
These are the training products that have the "SUNGLASSES" tag (processing sequence 2199). 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 |
|---|---|---|---|---|---|---|---|
| 5072 | City Strut | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 5086 | High Profile (3 Colors) | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9163 | ReFramed Montmartre | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | REFRAMED | |
| 9165 | ReFramed Place Du Brésil | 95495 | CUSTOM LENSES | -40755 | WHITE GOLD, REFRAMED | ||
| 9214 | Gaillon Sun | -2213071 | 22K, CUSTOM LENSES, MEDIUM, NEW HINGE, SS23 | -2349321 | none | ||
| 9164 | ReFramed Léna | -2737903 | ORANGE, CHAMPAGNE, CUSTOM LENSES | -2874153 | REFRAMED | ||
| 9152 | ReFramed Port Royal | -2833398 | BLACK, CUSTOM LENSES | -2969648 | REFRAMED | ||
| 9137 | Place Jussieu Sun | -80600765 | 22K, CUSTOM LENSES, MEDIUM, SS23 | -80737015 | none |