Fold 4 - Understanding why coefficient 138042 was selected
Tag: EYE CARE
Selected Coefficient: 138042
Taxonomy Path: 13.3.20
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 138042 | 0.000435 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | Yes | |
| 100076765 | 0.000435 | 13.3.2.9.2 | 2.9.2.3.13 (2*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 906868222 | 0.000435 | 13.3.2.9.19 | 19.9.2.3.13 (19*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 52108658 | 0.000581 | 13.3.11.8.1 | 1.8.11.3.13 (47458321 + 8*83^3 + 11*83^2 + 3*83 + 13) | No |
These are the training products that have the "EYE CARE" tag (processing sequence 5613). 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 |
|---|---|---|---|---|---|---|---|
| 32177 | EYE REVITALIZER EYE CREAM | 906868222 | none | 906730180 | H+ | ||
| 32214 | Wrinkle Filler HYALURONIC FILLING BEAUTY SHOT | 100076765 | none | 99938723 | H+ | ||
| 32229 | Sculptura Total Eye Contour Device | 52108658 | none | 51970616 | none | ||
| 10042 | His Favorites | 138042 | none | 0 | none | ||
| 10044 | Complete Eye Care | 138042 | none | 0 | none |