Fold 3 - Understanding why coefficient -128606565 was selected
Tag: BIRTHDAY
Selected Coefficient: -128606565
Taxonomy Path: -5.8.23.4.5
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -128606565 | 1.000000 | -5.8.23.4.5 | -5.4.23.8.5 (-(5*71^4 + 4*71^3 + 23*71^2 + 8*71 + 5)) | Yes | |
| 30658 | 1.000000 | 57.5.6 | 6.5.57 (6*71^2 + 5*71 + 57) | No |
These are the training products that have the "BIRTHDAY" tag (processing sequence 502). 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 |
|---|---|---|---|---|---|---|---|
| 2230 | Angel Wing Ear Climbers | 30658 | GOLD | 128637223 | none | ||
| 6145 | Zeta Phi Beta Sorority, Inc. (Amicae) Balloons | -128606565 | AMICAE, SORORITY | 0 | none |