Fold 1 - Understanding why coefficient -599295 was selected
Tag: MAKEUP
Selected Coefficient: -599295
Taxonomy Path: -1.2.17.1
Taxonomy Name:
Products with this tag: 2
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| -599295 | 0.000000 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | Yes |
These are the training products that have the "MAKEUP" tag (processing sequence 1984). 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 |
|---|---|---|---|---|---|---|---|
| 14073 | Universal Gloss - Roxy | -599295 | BEAUTY, FAIRE | 0 | none | ||
| 14352 | Universal Gloss - Rain | -599295 | BEAUTY, FAIRE | 0 | none |