Fold 1 - Understanding why coefficient 3431687858 was selected
Tag: GIRLS GIFT
Selected Coefficient: 3431687858
Taxonomy Path: 64.67.21.8.9.1
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 3431687858 | 5.000000 | 64.67.21.8.9.1 | 1.9.8.21.67.64 (3077056399 + 9*79^4 + 8*79^3 + 21*79^2 + 67*79 + 64) | Yes | |
| -197272335 | 6.000000 | -13.7.9.5.5 | -5.5.9.7.13 (-(5*79^4 + 5*79^3 + 9*79^2 + 7*79 + 13)) | No | |
| -506339 | 6.000000 | -28.10.2.1 | -1.2.10.28 (-(493039 + 2*79^2 + 10*79 + 28)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 4025525 | 6.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 197128950 | 6.000000 | 13.9.65.4.5 | 5.4.65.9.13 (5*79^4 + 4*79^3 + 65*79^2 + 9*79 + 13) | No |
These are the training products that have the "GIRLS GIFT" tag (processing sequence 4186). 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 |
|---|---|---|---|---|---|---|---|
| 6284 | Zeta Soft Touch Lip Balm 1 | 3431687858 | BRIDE, SORORITY, BRIDAL PARTY | 0 | none | ||
| 6297 | Zeta Soft Touch Lip Balm | 3431687858 | BRIDE, SORORITY, BRIDAL PARTY | 0 | none | ||
| 6145 | Zeta Phi Beta Sorority, Inc. (Amicae) Balloons | 197128950 | SORORITY, BRIDAL PARTY, AMICAE | -3234558908 | none | ||
| 6397 | BAB - Custom Father Dad Essential - T-Shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -3427662333 | none | |
| 6265 | Zeta Phi Beta Sorority, Inc. (Archonette) Balloons | 0 | SORORITY, BRIDAL PARTY | -3431687858 | none | ||
| 6235 | BAB's Pearls and Crystals Jewelry | -506339 | PEARLS, BRIDE, SORORITY, BRIDAL PARTY | -3432194197 | none | ||
| 6186 | Zeta Phi Beta Key Chain Tag | -197272335 | SORORITY | -3628960193 | none |