Fold 2 - Understanding why coefficient -128778038 was selected
Tag: AMICAE
Selected Coefficient: -128778038
Taxonomy Path: -13.9.57.4.5
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? |
|---|---|---|---|---|---|
| -128778038 | 1.014085 | -13.9.57.4.5 | -5.4.57.9.13 (-(5*71^4 + 4*71^3 + 57*71^2 + 9*71 + 13)) | Yes | |
| -247093 | 1.014085 | -13.1.49 | -49.1.13 (-(49*71^2 + 71 + 13)) | No | |
| -5831 | 2.000000 | -9.11.1 | -1.11.9 (-(5041 + 11*71 + 9)) | No |
These are the training products that have the "AMICAE" tag (processing sequence 422). 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 |
|---|---|---|---|---|---|---|---|
| 6146 | Zeta "Finer Accessories Kit" | -5831 | GIFT, AFFORDABLE | 128772207 | none | ||
| 6133 | Zeta Button Pin (Seal) | -247093 | GIFT | 128530945 | none | ||
| 6112 | Alpha Omega Phi (Classic) Button Pin | -128778038 | GIFT, SORORITY | 0 | none |