Fold 3 - Understanding why coefficient 906868222 was selected
Tag: EYE CARE
Selected Coefficient: 906868222
Taxonomy Path: 13.3.2.9.19
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 906868222 | 1.000290 | 13.3.2.9.19 | 19.9.2.3.13 (19*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 138042 | 1.000435 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "EYE CARE" tag (processing sequence 4606). 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 |
|---|---|---|---|---|---|---|---|
| 10084 | Rejuvenating eye balm (Wholesale) | 906868222 | none | 0 | REDNESS | ||
| 10086 | Tightening eye gel (Wholesale) | 906868222 | none | 0 | none | ||
| 32177 | EYE REVITALIZER EYE CREAM | 906868222 | none | 0 | CAPSULE + | ||
| 10042 | His Favorites | 138042 | none | -906730180 | BUNDLE, OILY SKIN | ||
| 10044 | Complete Eye Care | 138042 | none | -906730180 | BUNDLE | ||
| 2077 | Argan Oil - Rollerball 100% pure, organic | 0 | DRYNESS | -906868222 | none |