Fold 3 - Understanding why coefficient -95495 was selected
Tag: CHAMPAGNE
Selected Coefficient: -95495
Taxonomy Path: -0.67.18
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -95495 | 3.042254 | -0.67.18 | -18.67.0 (-(18*71^2 + 67*71)) | Yes | |
| 0 | 3.042254 | 0 | 0 (0) | No | |
| -2792643 | 3.056338 | -0.70.56.7 | -7.56.70.0 (-(7*71^3 + 56*71^2 + 70*71)) | No | |
| -2928893 | 6.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| 136250 | 7.000000 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
These are the training products that have the "CHAMPAGNE" tag (processing sequence 860). 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 |
|---|---|---|---|---|---|---|---|
| 9168 | Place Blanche | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 231745 | DOWN TRIANGLE FACE, MEDIUM, ROUND FACE, WHITE GOLD, SQUARE | |
| 9187 | Place Coluche | 0 | ROUND | 95495 | MEDIUM, WHITE GOLD | ||
| 9184 | Place de la Madeleine | 0 | ROUND | 95495 | DOWN TRIANGLE FACE, MEDIUM, PEONY GOLD, WHITE GOLD | ||
| 9190 | Cométe | -95495 | 22K, CAT-EYE | 0 | PEONY GOLD, ROUND FACE, WOMEN'S | ||
| 9186 | Auber | -95495 | ROUND, 22K | 0 | MEDIUM, PEONY GOLD, WHITE GOLD | ||
| 9164 | ReFramed Léna | -2792643 | ORANGE | -2697148 | CUSTOM LENSES, SUNGLASSES, REFRAMED | ||
| 9185 | Place de l'Opéra | -2928893 | BLACK, ROUND | -2833398 | DOWN TRIANGLE FACE, MEDIUM | ||
| 9211 | Léna | -2928893 | ROUND, WOMEN | -2833398 | MEDIUM, PEONY GOLD, WHITE GOLD |