Fold 0 - Understanding why coefficient -127997083 was selected
Tag: BRIDAL PARTY
Selected Coefficient: -127997083
Taxonomy Path: -58.14.44.2.5
Taxonomy Name:
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? |
|---|---|---|---|---|---|
| -127997083 | 1.014085 | -58.14.44.2.5 | -5.2.44.14.58 (-(5*71^4 + 2*71^3 + 44*71^2 + 14*71 + 58)) | Yes | |
| 1907997426 | 1.014085 | 13.58.65.5.4.1 | 1.4.5.65.58.13 (1804229351 + 4*71^4 + 5*71^3 + 65*71^2 + 58*71 + 13) | No | |
| 362384 | 2.000000 | 0.63.0.1 | 1.0.63.0 (357911 + 63*71) | No |
These are the training products that have the "BRIDAL PARTY" tag (processing sequence 784). 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 | 1907997426 | SORORITY, AFFORDABLE | 2035994509 | BIRTHDAY, ZETA | ||
| 6343 | BAB - Zeta Phi Beta Sorority, Inc (Dove) Coffee/Tea Mug | 362384 | GIFT, SORORITY, AFFORDABLE | 128359467 | BIRTHDAY | ||
| 6145 | Zeta Phi Beta Sorority, Inc. (Amicae) Balloons | -127997083 | AMICAE, SORORITY, AFFORDABLE | 0 | BIRTHDAY, ZETA |