Fold 0 - Understanding why coefficient -128561191 was selected
Tag: INSPIRATIONAL
Selected Coefficient: -128561191
Taxonomy Path: -0.8.14.4.5
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? |
|---|---|---|---|---|---|
| -128561191 | 1.014085 | -0.8.14.4.5 | -5.4.14.8.0 (-(5*71^4 + 4*71^3 + 14*71^2 + 8*71)) | Yes | |
| 0 | 1.014085 | 0 | 0 (0) | No | |
| 40755 | 2.000000 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
These are the training products that have the "INSPIRATIONAL" tag (processing sequence 893). 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 |
|---|---|---|---|---|---|---|---|
| 5033 | FEMINIST NECKLACE | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 128601946 | none | |
| 5028 | FEMINIST PLATE NECKLACE | 0 | PLATE | 128561191 | none | ||
| 6175 | Zeta Phi Beta 10" Ceramic White Vase | -128561191 | SORORITY | 0 | ZETA |