Fold 4 - Understanding why coefficient 7058 was selected
Tag: BIRDS
Selected Coefficient: 7058
Taxonomy Path: 3.2.1
Taxonomy Name:
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 7058 | 4.000002 | 3.2.1 | 1.2.3 (6889 + 2*83 + 3) | Yes | |
| 3987649596 | 4.000010 | 3.2.1.2.1.1 | 1.1.2.1.2.3 (3939040643 + 47458321 + 2*83^3 + 6889 + 2*83 + 3) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "BIRDS" tag (processing sequence 4345). 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 |
|---|---|---|---|---|---|---|---|
| 27555 | Carol the Hen | 3987649596 | none | 3987642538 | none | ||
| 27567 | Whoo's There | 7058 | none | 0 | none | ||
| 27453 | Green Rooster | 7058 | none | 0 | none | ||
| 27487 | Irises in Bloom Collage | 7058 | none | 0 | none | ||
| 27558 | Nesting | 7058 | none | 0 | none | ||
| 27566 | Springtime | 7058 | none | 0 | ORIGINALS | ||
| 27436 | Blue Parrot | 7058 | none | 0 | ORIGINALS | ||
| 10743 | Peony & Sage Seagull Linen Lampshade - Navy on Stone | 0 | COASTAL INTERIOR | -7058 | LIGHTING | ||
| 11281 | Ladybird | 0 | ATHLETIC | -7058 | none | ||
| 10677 | Peony & Sage Fidra Linen Lampshade | 0 | COASTAL INTERIOR | -7058 | LIGHTING | ||
| 10678 | Peony & Sage Pez Fish Linen Lampshade | 0 | COASTAL INTERIOR | -7058 | LIGHTING |