Fold 4 - Understanding why coefficient 99938723 was selected
Tag: H+
Selected Coefficient: 99938723
Taxonomy Path: 0.0.65.8.2
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| 99938723 | 1.000000 | 0.0.65.8.2 | 2.8.65.0.0 (2*83^4 + 8*83^3 + 65*83^2) | Yes | |
| 906730180 | 1.000000 | 0.0.65.8.19 | 19.8.65.0.0 (19*83^4 + 8*83^3 + 65*83^2) | No | |
| 954326543 | 2.000000 | 13.3.2.9.20 | 20.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "H+" tag (processing sequence 6241). 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 |
|---|---|---|---|---|---|---|---|
| 32188 | NIGHTFIX RESTORING NIGHT CREAM | 954326543 | none | 854387820 | none | ||
| 32177 | EYE REVITALIZER EYE CREAM | 906730180 | EYE CARE | 806791457 | none | ||
| 32214 | Wrinkle Filler HYALURONIC FILLING BEAUTY SHOT | 99938723 | EYE CARE | 0 | none |