Fold 0 - Understanding why coefficient 165503 was selected
Tag: AMICAE
Selected Coefficient: 165503
Taxonomy Path: 1.2.24
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 165503 | 2.000000 | 1.2.24 | 24.2.1 (24*83^2 + 2*83 + 1) | Yes | |
| 5 | 3.000000 | 5 | 5 (5) | No | |
| 399825 | 3.000000 | 14.3.58 | 58.3.14 (58*83^2 + 3*83 + 14) | No |
These are the training products that have the "AMICAE" tag (processing sequence 4684). 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 | 399825 | none | 234322 | SORORITY, GIRLS GIFT, PARTY FAVOR | ||
| 6112 | Alpha Omega Phi (Classic) Button Pin | 165503 | none | 0 | SORORITY, PARTY FAVOR | ||
| 6133 | Zeta Button Pin (Seal) | 165503 | none | 0 | PARTY FAVOR | ||
| 6146 | Zeta "Finer Accessories Kit" | 5 | none | -165498 | ROYAL BLUE |