Fold 1 - Understanding why coefficient -4643186 was selected
Tag: NARUTO
Selected Coefficient: -4643186
Taxonomy Path: -0.0.10.8
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? |
|---|---|---|---|---|---|
| -4643186 | 2.000145 | -0.0.10.8 | -8.10.0.0 (-(8*83^3 + 10*83^2)) | Yes | |
| 0 | 2.000145 | 0 | 0 (0) | No | |
| 1095614 | 2.012048 | 14.3.76.1 | 1.76.3.14 (571787 + 76*83^2 + 3*83 + 14) | Home & Garden > Decor > Wreaths & Garlands > Garlands | No |
| 49815286 | 2.012048 | 14.11.10.4.1 | 1.4.10.11.14 (47458321 + 4*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "NARUTO" tag (processing sequence 6734). 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 |
|---|---|---|---|---|---|---|---|
| 13051 | Naruto Ramen Bowls | 8ct | 49815286 | none | 54458472 | none | ||
| 13050 | Naruto Jumbo Letter Birthday Banner | 1ct | 1095614 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 5738800 | none | |
| 13038 | Naruto Table Centerpiece Kit | 5pcs | 0 | CENTERPIECE | 4643186 | none | ||
| 13056 | Naruto Wearable Headband | 1ct | -4643186 | HEADBAND | 0 | none |