Fold 3 - Understanding why coefficient -1592189 was selected
Tag: STEEL
Selected Coefficient: -1592189
Taxonomy Path: -0.10.65.2
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? |
|---|---|---|---|---|---|
| -1592189 | 2.012048 | -0.10.65.2 | -2.65.10.0 (-(2*83^3 + 65*83^2 + 10*83)) | Yes | |
| 1143574 | 2.012048 | 0.0.0.2 | 2.0.0.0 (2*83^3) | No | |
| 76278 | 3.000000 | 1.6.11 | 11.6.1 (11*83^2 + 6*83 + 1) | No | |
| 158710 | 3.000000 | 14.3.23 | 23.3.14 (23*83^2 + 3*83 + 14) | No |
These are the training products that have the "STEEL" tag (processing sequence 4924). 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 |
|---|---|---|---|---|---|---|---|
| 19378 | Le Tableau Console | 1143574 | COFFEE TABLE | 2735763 | none | ||
| 5377 | Vine Family Monogram - Steel Sign | 158710 | none | 1750899 | none | ||
| 11252 | Nomination Composable Watch Glitter Cz Dial | 76278 | none | 1668467 | WATCH | ||
| 5351 | Anchor Family Name - Steel Sign | -1592189 | RR_TRACK_LAMPS | 0 | none |