Fold 2 - Understanding why coefficient 240792144 was selected
Tag: PERSONALIZED GIFT
Selected Coefficient: 240792144
Taxonomy Path: 14.11.10.6.5
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 240792144 | 1.000147 | 14.11.10.6.5 | 5.6.10.11.14 (5*83^4 + 6*83^3 + 10*83^2 + 11*83 + 14) | Yes | |
| 144731928 | 1.000147 | 14.11.10.4.3 | 3.4.10.11.14 (3*83^4 + 4*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 8026612 | 1.000290 | 14.11.3.14 | 14.3.11.14 (14*83^3 + 3*83^2 + 11*83 + 14) | No | |
| 96446 | 3.000000 | 0.0.14 | 14.0.0 (14*83^2) | No |
These are the training products that have the "PERSONALIZED GIFT" tag (processing sequence 6735). 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 |
|---|---|---|---|---|---|---|---|
| 29536 | Funny Custom Rating Coffee Mug | 240792144 | CUSTOMIZABLE | 0 | none | ||
| 17170 | Personalized Photo Plates Custom Plates Customized with any image, logo, or design, Customizable gifts for any occasion | 144731928 | none | -96060216 | none | ||
| 17171 | Personalized Photo Tumbler, Custom Valentines Tumbler wrap, 20oz Skinny Photo Tumbler Gift For Women, Valentine's Day Gifts, Memorable Gift | 8026612 | none | -232765532 | none | ||
| 17593 | Father's Day Gift- Best Dad Ever- New Dad Gift- Daddy Photo Collage- Gift For Dad- Happy Fathers Day- The picture frame- New family Photo frame | 96446 | WALL DECOR | -240695698 | none |