Fold 4 - Understanding why coefficient -197128950 was selected
Tag: AMICAE
Selected Coefficient: -197128950
Taxonomy Path: -13.9.65.4.5
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? |
|---|---|---|---|---|---|
| -197128950 | 3.000000 | -13.9.65.4.5 | -5.4.65.9.13 (-(5*79^4 + 4*79^3 + 65*79^2 + 9*79 + 13)) | Yes | |
| -196916664 | 3.000000 | -0.8.31.4.5 | -5.4.31.8.0 (-(5*79^4 + 4*79^3 + 31*79^2 + 8*79)) | No | |
| 5 | 3.000000 | 5 | 5 (5) | Bundles | No |
| 149943 | 3.000000 | 1.2.24 | 24.2.1 (24*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Pinback Buttons | No |
These are the training products that have the "AMICAE" tag (processing sequence 3174). 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 |
|---|---|---|---|---|---|---|---|
| 6133 | Zeta Button Pin (Seal) | 149943 | Apparel & Accessories > Clothing Accessories > Pinback Buttons | none | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none |
| 6146 | Zeta "Finer Accessories Kit" | 5 | Bundles | none | 197128955 | ROYAL BLUE | |
| 6145 | Zeta Phi Beta Sorority, Inc. (Amicae) Balloons | -196916664 | SORORITY | 212286 | BRIDAL PARTY, GIRLS GIFT, ZETA | ||
| 6112 | Alpha Omega Phi (Classic) Button Pin | -197128950 | SORORITY | 0 | none |