Fold 4 - Understanding why coefficient -128561191 was selected
Tag: PARTY FAVOR
Selected Coefficient: -128561191
Taxonomy Path: -0.8.14.4.5
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? |
|---|---|---|---|---|---|
| -128561191 | 2.014085 | -0.8.14.4.5 | -5.4.14.8.0 (-(5*71^4 + 4*71^3 + 14*71^2 + 8*71)) | Yes | |
| 0 | 2.014085 | 0 | 0 (0) | No | |
| 115796 | 3.000000 | 66.68.22 | 22.68.66 (22*71^2 + 68*71 + 66) | No | |
| 287274 | 3.000000 | 8.70.56 | 56.70.8 (56*71^2 + 70*71 + 8) | No |
These are the training products that have the "PARTY FAVOR" tag (processing sequence 1081). 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 |
|---|---|---|---|---|---|---|---|
| 6145 | Zeta Phi Beta Sorority, Inc. (Amicae) Balloons | 287274 | AMICAE, SORORITY, HERS | 128848465 | none | ||
| 6112 | Alpha Omega Phi (Classic) Button Pin | 115796 | AMICAE, SORORITY, HERS | 128676987 | none | ||
| 6186 | Zeta Phi Beta Key Chain Tag | 0 | SORORITY, HERS | 128561191 | none | ||
| 6175 | Zeta Phi Beta 10" Ceramic White Vase | -128561191 | SORORITY | 0 | none |