Fold 3 - Understanding why coefficient 146963299 was selected
Tag: WOMENSFRAGRANCE
Selected Coefficient: 146963299
Taxonomy Path: 13.3.2.8.3
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 146963299 | 1.000145 | 13.3.2.8.3 | 3.8.2.3.13 (3*83^4 + 8*83^3 + 2*83^2 + 3*83 + 13) | Yes | |
| 384254904 | 1.000145 | 13.3.2.8.8 | 8.8.2.3.13 (8*83^4 + 8*83^3 + 2*83^2 + 3*83 + 13) | No | |
| 262 | 1.000871 | 13.3 | 3.13 (3*83 + 13) | No | |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "WOMENSFRAGRANCE" tag (processing sequence 3867). 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 |
|---|---|---|---|---|---|---|---|
| 32614 | PERFUME OIL | 384254904 | none | 237291605 | none | ||
| 19238 | EAU DE PARFUM SPRAY | 146963299 | none | 0 | none | ||
| 32686 | PRADA LA FEMME by Prada | 146963299 | none | 0 | none | ||
| 32672 | EAU DE PARFUM SPRAY | 146963299 | none | 0 | none | ||
| 32677 | EAU DE PARFUM SPRAY | 146963299 | none | 0 | none | ||
| 32649 | EAU DE PARFUM SPRAY | 146963299 | none | 0 | none | ||
| 18286 | FRAGRANCE MIST | 262 | none | -146963037 | none | ||
| 20747 | EDT SPRAY 1.7 OZ & SOAP | 0 | GIFT SET | -146963299 | none |