Fold 0 - Understanding why coefficient 1095614 was selected
Tag: NARUTO
Selected Coefficient: 1095614
Taxonomy Path: 14.3.76.1
Taxonomy Name: Home & Garden > Decor > Wreaths & Garlands > Garlands
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? |
|---|---|---|---|---|---|
| 1095614 | 1.012048 | 14.3.76.1 | 1.76.3.14 (571787 + 76*83^2 + 3*83 + 14) | Home & Garden > Decor > Wreaths & Garlands > Garlands | Yes |
| 49815286 | 1.012048 | 14.11.10.4.1 | 1.4.10.11.14 (47458321 + 4*83^3 + 10*83^2 + 11*83 + 14) | No | |
| -4643186 | 2.000000 | -0.0.10.8 | -8.10.0.0 (-(8*83^3 + 10*83^2)) | No |
These are the training products that have the "NARUTO" tag (processing sequence 6225). 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 | 48719672 | none | ||
| 13050 | Naruto Jumbo Letter Birthday Banner | 1ct | 1095614 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 0 | none | |
| 13056 | Naruto Wearable Headband | 1ct | -4643186 | HEADBAND | -5738800 | none |