Fold 0 - Understanding why coefficient 6922152 was selected
Tag: PERSONALIZED GIFT
Selected Coefficient: 6922152
Taxonomy Path: 14.11.3.14
Taxonomy Name: Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Travel Mugs
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 6922152 | 0.012818 | 14.11.3.14 | 14.3.11.14 (14*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Travel Mugs | Yes |
| 118885692 | 0.012818 | 14.11.10.4.3 | 3.4.10.11.14 (3*79^4 + 4*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Plates | No |
| 324783 | 0.025316 | 14.3.52 | 52.3.14 (52*79^2 + 3*79 + 14) | Home & Garden > Decor > Picture Frames | No |
These are the training products that have the "PERSONALIZED GIFT" tag (processing sequence 4093). 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 |
|---|---|---|---|---|---|---|---|
| 17170 | Personalized Photo Plates Custom Plates Customized with any image, logo, or design, Customizable gifts for any occasion | 118885692 | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Plates | none | 111963540 | none | |
| 17171 | Personalized Photo Tumbler, Custom Valentines Tumbler wrap, 20oz Skinny Photo Tumbler Gift For Women, Valentine's Day Gifts, Memorable Gift | 6922152 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Travel Mugs | none | 0 | 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 | 324783 | Home & Garden > Decor > Picture Frames | none | -6597369 | WALL DECOR |