Fold 1 - Understanding why coefficient -196916664 was selected
Tag: BRIDAL PARTY
Selected Coefficient: -196916664
Taxonomy Path: -0.8.31.4.5
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| -196916664 | 4.000000 | -0.8.31.4.5 | -5.4.31.8.0 (-(5*79^4 + 4*79^3 + 31*79^2 + 8*79)) | Yes | |
| 3234771194 | 4.000000 | 64.59.69.3.4.1 | 1.4.3.69.59.64 (3077056399 + 4*79^4 + 3*79^3 + 69*79^2 + 59*79 + 64) | No | |
| -197423003 | 5.000000 | -28.18.33.5.5 | -5.5.33.18.28 (-(5*79^4 + 5*79^3 + 33*79^2 + 18*79 + 28)) | No | |
| -7124 | 5.000000 | -14.11.1 | -1.11.14 (-(6241 + 11*79 + 14)) | No |
These are the training products that have the "BRIDAL PARTY" tag (processing sequence 3920). 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 | 3234771194 | BRIDE, SORORITY | 3431687858 | GIRLS GIFT | ||
| 6297 | Zeta Soft Touch Lip Balm | 3234771194 | BRIDE, SORORITY | 3431687858 | GIRLS GIFT | ||
| 6343 | BAB - Zeta Phi Beta Sorority, Inc (Dove) Coffee/Tea Mug | -7124 | BRIDE, SORORITY | 196909540 | none | ||
| 6145 | Zeta Phi Beta Sorority, Inc. (Amicae) Balloons | -196916664 | SORORITY | 0 | AMICAE, GIRLS GIFT | ||
| 6265 | Zeta Phi Beta Sorority, Inc. (Archonette) Balloons | -196916664 | SORORITY | 0 | GIRLS GIFT | ||
| 6235 | BAB's Pearls and Crystals Jewelry | -197423003 | PEARLS, BRIDE, SORORITY | -506339 | GIRLS GIFT |