Fold 2 - Understanding why coefficient 138042 was selected
Tag: LOTION
Selected Coefficient: 138042
Taxonomy Path: 13.3.20
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 138042 | 1.000145 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | Yes | |
| 585827 | 1.000726 | 13.3.2.1 | 1.2.3.13 (571787 + 2*83^2 + 3*83 + 13) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "LOTION" tag (processing sequence 3213). 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 |
|---|---|---|---|---|---|---|---|
| 29073 | Eucalyptus & White Sage Hand Cream | 585827 | none | 447785 | FRAGRANCE, HAND CREAM | ||
| 15288 | Classic Lavender & Beeswax Gift Collection | 138042 | none | 0 | none | ||
| 15300 | COCONUT AND HONEY POCKET PACK | 138042 | none | 0 | none | ||
| 15287 | Classic Grapefruit Blossom Honey Gift Collection | 138042 | none | 0 | none | ||
| 15444 | GRAPEFRUIT BLOSSOM HONEY POCKET PACK | 138042 | none | 0 | none | ||
| 15441 | Fruit Basket Lotion Trio | 138042 | none | 0 | none | ||
| 29093 | Royal Jelly Body Butter - Rosemary Lavender | 0 | BODY BUTTER | -138042 | none |