Fold 4 - Understanding why coefficient -128893839 was selected
Tag: HERS
Selected Coefficient: -128893839
Taxonomy Path: -13.7.9.5.5
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? |
|---|---|---|---|---|---|
| -128893839 | 3.000000 | -13.7.9.5.5 | -5.5.9.7.13 (-(5*71^4 + 5*71^3 + 9*71^2 + 7*71 + 13)) | Yes | |
| -128778043 | 3.000000 | -18.9.57.4.5 | -5.4.57.9.18 (-(5*71^4 + 4*71^3 + 57*71^2 + 9*71 + 18)) | No | |
| -128606565 | 3.000000 | -5.8.23.4.5 | -5.4.23.8.5 (-(5*71^4 + 4*71^3 + 23*71^2 + 8*71 + 5)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "HERS" tag (processing sequence 842). 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 |
|---|---|---|---|---|---|---|---|
| 6187 | Christmas "Squad" Holiday Ornament | 0 | ORNAMENT | 128893839 | none | ||
| 6145 | Zeta Phi Beta Sorority, Inc. (Amicae) Balloons | -128606565 | AMICAE, SORORITY | 287274 | PARTY FAVOR | ||
| 6112 | Alpha Omega Phi (Classic) Button Pin | -128778043 | AMICAE, SORORITY | 115796 | PARTY FAVOR | ||
| 6186 | Zeta Phi Beta Key Chain Tag | -128893839 | SORORITY | 0 | PARTY FAVOR |