Fold 1 - Understanding why coefficient 121127 was selected
Tag: AMICAE
Selected Coefficient: 121127
Taxonomy Path: 1.2.24
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Pinback Buttons
Products with this tag: 3
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 121127 | 1.000000 | 1.2.24 | 24.2.1 (24*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Pinback Buttons | Yes |
| 5 | 2.000000 | 5 | 5 (5) | Bundles | No |
These are the training products that have the "AMICAE" tag (processing sequence 102). 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 |
|---|---|---|---|---|---|---|---|
| 6112 | Alpha Omega Phi (Classic) Button Pin | 121127 | Apparel & Accessories > Clothing Accessories > Pinback Buttons | none | 0 | CELEBRATE, HERS | |
| 6133 | Zeta Button Pin (Seal) | 121127 | Apparel & Accessories > Clothing Accessories > Pinback Buttons | none | 0 | CELEBRATE, HERS | |
| 6146 | Zeta "Finer Accessories Kit" | 5 | Bundles | none | -121122 | none |