Fold 0 - Understanding why coefficient 138042 was selected
Tag: MENS FRAGRANCES
Selected Coefficient: 138042
Taxonomy Path: 13.3.20
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 2
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 | 0.000145 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | Yes | |
| 194421620 | 0.000290 | 13.3.2.8.4 | 4.8.2.3.13 (4*83^4 + 8*83^3 + 2*83^2 + 3*83 + 13) | No |
These are the training products that have the "MENS FRAGRANCES" tag (processing sequence 3590). 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 |
|---|---|---|---|---|---|---|---|
| 3586 | guess seductive homme blue 50ml unboxed | 194421620 | none | 194283578 | none | ||
| 3568 | David Beckham INSTINCT & BOLD INSTINCT DUO GIFT SET eau de toilette | 138042 | none | 0 | none | ||
| 3585 | Mont Blanc Legend Pour Homme Eau De Toilette, After Shave Balm, Pouch Gift Set | 138042 | none | 0 | none |