Fold 4 - Understanding why coefficient 136250 was selected
Tag: 22K
Selected Coefficient: 136250
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 11
Unique residual values tried: 5
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 | 7.000000 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 0 | 7.014085 | 0 | 0 (0) | No | |
| 105577 | 7.042254 | 0.67.20 | 20.67.0 (20*71^2 + 67*71) | No | |
| -2928893 | 9.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| -3065143 | 10.000000 | -2.3.40.8 | -8.40.3.2 (-(8*71^3 + 40*71^2 + 3*71 + 2)) | No |
These are the training products that have the "22K" tag (processing sequence 273). 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 |
|---|---|---|---|---|---|---|---|
| 9137 | Place Jussieu Sun | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | MEDIUM, SUNGLASSES | |
| 9190 | Cométe | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | CAT-EYE, NEW STYLES, OPTICAL, ROUND FACE | |
| 9213 | Gaillon | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | MEDIUM, OPTICAL | |
| 9214 | Gaillon Sun | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | MEDIUM, NEW HINGE, NEW STYLES, SUNGLASSES | |
| 9206 | Ségur | 105577 | GOLD | -30673 | ACETATE, DARK TURTLE, LARGE, NEW HINGE, NEW STYLES, OPTICAL | ||
| 9192 | Rue Fabert | 0 | GOLD, 8MM | -136250 | ACETATE, NEW HINGE, NEW STYLES, OPTICAL, ROUND FACE | ||
| 9193 | Rue Amélie | 0 | GOLD, 8MM | -136250 | ACETATE, NEW HINGE, NEW STYLES, OPTICAL, ROUND FACE | ||
| 9186 | Auber | 0 | ROUND | -136250 | DIAMOND FACE, MEDIUM, OPTICAL | ||
| 9209 | Lille | -2928893 | GOLD, BLACK, 8MM | -3065143 | ACETATE, DIAMOND FACE, MEDIUM, OPTICAL, ROUND FACE | ||
| 9167 | Rue de Turenne | -2928893 | GOLD, BLACK, 8MM | -3065143 | ACETATE, DARK TURTLE, DIAMOND FACE, MEDIUM, NEW HINGE, NEW STYLES, OPTICAL | ||
| 9189 | Theatre | -3065143 | GOLD, BLACK, ROUND, 8MM | -3201393 | ACETATE, DARK TURTLE, DIAMOND FACE, MEDIUM, NEW HINGE, NEW STYLES, OPTICAL |